diff --git "a/metadata.json" "b/metadata.json" --- "a/metadata.json" +++ "b/metadata.json" @@ -2,3858 +2,4298 @@ "@context": "http://schema.org/", "@type": "Dataset", "name": "neorl2-dataset", - "description": "NeoPZ dataset converted from NPZ format", + "description": "NeoRL2 offline reinforcement learning dataset", "url": "https://huggingface.co/datasets/neorl2-dataset", - "dateModified": "2025-05-16T20:19:36.461122", + "dateModified": "2025-05-20T00:46:25.033615", "distribution": [ { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "Fusion-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Fusion-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 10759154, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "action_2", + "description": "Action dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "action_3", + "description": "Action dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "action_4", + "description": "Action dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "action_5", + "description": "Action dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_8", + "description": "Next observation state dimension 8", + "dataType": "float32" + }, + { + "name": "next_obs_9", + "description": "Next observation state dimension 9", + "dataType": "float32" + }, + { + "name": "next_obs_10", + "description": "Next observation state dimension 10", + "dataType": "float32" + }, + { + "name": "next_obs_11", + "description": "Next observation state dimension 11", + "dataType": "float32" + }, + { + "name": "next_obs_12", + "description": "Next observation state dimension 12", + "dataType": "float32" + }, + { + "name": "next_obs_13", + "description": "Next observation state dimension 13", + "dataType": "float32" + }, + { + "name": "next_obs_14", + "description": "Next observation state dimension 14", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "Fusion-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Fusion-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 2172073, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "action_2", + "description": "Action dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "action_3", + "description": "Action dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "action_4", + "description": "Action dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "action_5", + "description": "Action dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_8", + "description": "Next observation state dimension 8", + "dataType": "float32" + }, + { + "name": "next_obs_9", + "description": "Next observation state dimension 9", + "dataType": "float32" + }, + { + "name": "next_obs_10", + "description": "Next observation state dimension 10", + "dataType": "float32" + }, + { + "name": "next_obs_11", + "description": "Next observation state dimension 11", + "dataType": "float32" + }, + { + "name": "next_obs_12", + "description": "Next observation state dimension 12", + "dataType": "float32" + }, + { + "name": "next_obs_13", + "description": "Next observation state dimension 13", + "dataType": "float32" + }, + { + "name": "next_obs_14", + "description": "Next observation state dimension 14", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", + "dataType": "float32" + }, + { + "name": "done", + "description": "Episode termination flag", + "dataType": "float32" + }, + { + "name": "truncated", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", + "name": "Pipeline-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Pipeline-val.parquet", 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"dataType": "float32" + }, + { + "name": "obs_18", + "description": "Observation state dimension 18", + "dataType": "float32" + }, + { + "name": "obs_19", + "description": "Observation state dimension 19", + "dataType": "float32" + }, + { + "name": "obs_20", + "description": "Observation state dimension 20", + "dataType": "float32" + }, + { + "name": "obs_21", + "description": "Observation state dimension 21", + "dataType": "float32" + }, + { + "name": "obs_22", + "description": "Observation state dimension 22", + "dataType": "float32" + }, + { + "name": "obs_23", + "description": "Observation state dimension 23", + "dataType": "float32" + }, + { + "name": "obs_24", + "description": "Observation state dimension 24", + "dataType": "float32" + }, + { + "name": "obs_25", + "description": "Observation state dimension 25", + "dataType": "float32" + }, + { + "name": "obs_26", + "description": "Observation state dimension 26", + "dataType": "float32" + }, + { + "name": "obs_27", + "description": "Observation state dimension 27", + "dataType": "float32" + }, + { + "name": "obs_28", + "description": "Observation state dimension 28", + "dataType": "float32" + }, + { + "name": "obs_29", + "description": "Observation state dimension 29", + "dataType": "float32" + }, + { + "name": "obs_30", + "description": "Observation state dimension 30", + "dataType": "float32" + }, + { + "name": "obs_31", + "description": "Observation state dimension 31", + "dataType": "float32" + }, + { + "name": "obs_32", + "description": "Observation state dimension 32", + "dataType": "float32" + }, + { + "name": "obs_33", + "description": "Observation state dimension 33", + "dataType": "float32" + }, + { + "name": "obs_34", + "description": "Observation state dimension 34", + "dataType": "float32" + }, + { + "name": "obs_35", + "description": "Observation state dimension 35", + "dataType": "float32" + }, + { + "name": "obs_36", + "description": "Observation state dimension 36", + "dataType": 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"Observation state dimension 46", + "dataType": "float32" + }, + { + "name": "obs_47", + "description": "Observation state dimension 47", + "dataType": "float32" + }, + { + "name": "obs_48", + "description": "Observation state dimension 48", + "dataType": "float32" + }, + { + "name": "obs_49", + "description": "Observation state dimension 49", + "dataType": "float32" + }, + { + "name": "obs_50", + "description": "Observation state dimension 50", + "dataType": "float32" + }, + { + "name": "obs_51", + "description": "Observation state dimension 51", + "dataType": "float32" + }, + { + "name": "action_0", + "description": "Action dimension 0", + "dataType": "float32" + }, + { + "name": "next_obs_0", + "description": "Next observation state dimension 0", + "dataType": "float32" + }, + { + "name": "next_obs_1", + "description": "Next observation state dimension 1", + "dataType": "float32" + }, + { + "name": "next_obs_2", + "description": "Next observation state dimension 2", + "dataType": "float32" + }, + { + "name": "next_obs_3", + "description": "Next observation state dimension 3", + "dataType": "float32" + }, + { + "name": "next_obs_4", + "description": "Next observation state dimension 4", + "dataType": "float32" + }, + { + "name": "next_obs_5", + "description": "Next observation state dimension 5", + "dataType": "float32" + }, + { + "name": "next_obs_6", + "description": "Next observation state dimension 6", + "dataType": "float32" + }, + { + "name": "next_obs_7", + "description": "Next observation state dimension 7", + "dataType": "float32" + }, + { + "name": "next_obs_8", + "description": "Next observation state dimension 8", + "dataType": "float32" + }, + { + "name": "next_obs_9", + "description": "Next observation state dimension 9", + "dataType": "float32" + }, + { + "name": "next_obs_10", + "description": "Next observation state dimension 10", + "dataType": "float32" + }, + { + "name": "next_obs_11", + "description": "Next observation state dimension 11", + "dataType": "float32" + }, + { + "name": "next_obs_12", + "description": "Next observation state dimension 12", + "dataType": "float32" + }, + { + "name": "next_obs_13", + "description": "Next observation state dimension 13", + "dataType": "float32" + }, + { + "name": "next_obs_14", + "description": "Next observation state dimension 14", + "dataType": "float32" + }, + { + "name": "next_obs_15", + "description": "Next observation state dimension 15", + "dataType": "float32" + }, + { + "name": "next_obs_16", + "description": "Next observation state dimension 16", + "dataType": "float32" + }, + { + "name": "next_obs_17", + "description": "Next observation state dimension 17", + "dataType": "float32" + }, + { + "name": "next_obs_18", + "description": "Next observation state dimension 18", + "dataType": "float32" + }, + { + "name": "next_obs_19", + "description": "Next observation state dimension 19", + "dataType": "float32" + }, + { + "name": "next_obs_20", + "description": "Next observation state dimension 20", + "dataType": "float32" + }, + { + "name": "next_obs_21", + "description": "Next observation state dimension 21", + "dataType": "float32" + }, + { + "name": "next_obs_22", + "description": "Next observation state dimension 22", + "dataType": "float32" + }, + { + "name": "next_obs_23", + "description": "Next observation state dimension 23", + "dataType": "float32" + }, + { + "name": "next_obs_24", + "description": "Next observation state dimension 24", + "dataType": "float32" + }, + { + "name": "next_obs_25", + "description": "Next observation state dimension 25", + "dataType": "float32" + }, + { + "name": "next_obs_26", + "description": "Next observation state dimension 26", + "dataType": "float32" + }, + { + "name": "next_obs_27", + "description": "Next observation state dimension 27", + "dataType": "float32" + }, + { + "name": "next_obs_28", + "description": "Next observation state dimension 28", + "dataType": "float32" + }, + { + "name": "next_obs_29", + "description": "Next observation state dimension 29", + "dataType": "float32" + }, + { + "name": "next_obs_30", + "description": "Next observation state dimension 30", + "dataType": "float32" + }, + { + "name": "next_obs_31", + "description": "Next observation state dimension 31", + "dataType": "float32" + }, + { + "name": "next_obs_32", + "description": "Next observation state dimension 32", + "dataType": "float32" + }, + { + "name": "next_obs_33", + "description": "Next observation state dimension 33", + "dataType": "float32" + }, + { + "name": "next_obs_34", + "description": "Next observation state dimension 34", + "dataType": "float32" + }, + { + "name": "next_obs_35", + "description": "Next observation state dimension 35", + "dataType": "float32" + }, + { + "name": "next_obs_36", + "description": "Next observation state dimension 36", + "dataType": "float32" + }, + { + "name": "next_obs_37", + "description": "Next observation state dimension 37", + "dataType": "float32" + }, + { + "name": "next_obs_38", + "description": "Next observation state dimension 38", + "dataType": "float32" + }, + { + "name": "next_obs_39", + "description": "Next observation state dimension 39", + "dataType": "float32" + }, + { + "name": "next_obs_40", + "description": "Next observation state dimension 40", + "dataType": "float32" + }, + { + "name": "next_obs_41", + "description": "Next observation state dimension 41", + "dataType": "float32" + }, + { + "name": "next_obs_42", + "description": "Next observation state dimension 42", + "dataType": "float32" + }, + { + "name": "next_obs_43", + "description": "Next observation state dimension 43", + "dataType": "float32" + }, + { + "name": "next_obs_44", + "description": "Next observation state dimension 44", + "dataType": "float32" + }, + { + "name": "next_obs_45", + "description": "Next observation state dimension 45", + "dataType": "float32" + }, + { + "name": "next_obs_46", + "description": "Next observation state dimension 46", + "dataType": "float32" + }, + { + "name": "next_obs_47", + "description": "Next observation state dimension 47", + "dataType": "float32" + }, + { + "name": "next_obs_48", + "description": "Next observation state dimension 48", + "dataType": "float32" + }, + { + "name": "next_obs_49", + "description": "Next observation state dimension 49", + "dataType": "float32" + }, + { + "name": "next_obs_50", + "description": "Next observation state dimension 50", + "dataType": "float32" + }, + { + "name": "next_obs_51", + "description": "Next observation state dimension 51", + "dataType": "float32" + }, + { + "name": "reward", + "description": "Reward value for the transition", + "dataType": "float32" + }, + { + "name": "done", + "description": "Episode termination flag", + "dataType": "float32" + }, + { + "name": "truncated", + "description": "Episode truncation flag", + "dataType": "float32" + } + ] + }, + { + "@type": "DataDownload", + "name": "Pipeline-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Pipeline-train.parquet", + "encodingFormat": "parquet", + "contentSize": 50149764, + "columns": [ + { + "name": "obs_0", + "description": "Observation state dimension 0", + "dataType": "float32" + }, + { + "name": "obs_1", + "description": "Observation state dimension 1", + "dataType": "float32" + }, + { + "name": "obs_2", + "description": "Observation state dimension 2", + "dataType": "float32" + }, + { + "name": "obs_3", + "description": "Observation state dimension 3", + "dataType": "float32" + }, + { + "name": "obs_4", + "description": "Observation state dimension 4", + "dataType": "float32" + }, + { + "name": "obs_5", + "description": "Observation state dimension 5", + "dataType": "float32" + }, + { + "name": "obs_6", + "description": "Observation state dimension 6", + "dataType": "float32" + }, + { + "name": "obs_7", + "description": "Observation state dimension 7", + "dataType": "float32" + }, + { + "name": "obs_8", + "description": "Observation state dimension 8", + "dataType": "float32" + }, + { + "name": "obs_9", + "description": "Observation state dimension 9", + "dataType": "float32" + }, + { + "name": "obs_10", + "description": "Observation state dimension 10", + "dataType": "float32" + }, + { + "name": "obs_11", + "description": "Observation state dimension 11", + "dataType": "float32" + }, + { + "name": "obs_12", + "description": "Observation state dimension 12", + "dataType": "float32" + }, + { + "name": "obs_13", + "description": "Observation state dimension 13", + "dataType": "float32" + }, + { + "name": "obs_14", + "description": "Observation state dimension 14", + "dataType": "float32" + }, + { + "name": "obs_15", + "description": "Observation state dimension 15", + "dataType": "float32" + }, + { + "name": "obs_16", + "description": "Observation state dimension 16", + "dataType": "float32" + }, + { + "name": "obs_17", + "description": "Observation state dimension 17", + "dataType": "float32" + }, + { + "name": "obs_18", + "description": "Observation state dimension 18", + "dataType": "float32" + }, + { + "name": "obs_19", + "description": "Observation state dimension 19", + "dataType": "float32" + }, + { + "name": "obs_20", + "description": "Observation state dimension 20", + "dataType": "float32" + }, + { + "name": "obs_21", + "description": "Observation state dimension 21", + "dataType": "float32" + }, + { + "name": "obs_22", + "description": "Observation state dimension 22", + "dataType": "float32" + }, + { + "name": "obs_23", + "description": "Observation state dimension 23", + "dataType": "float32" + }, + { + "name": "obs_24", + "description": "Observation state dimension 24", + "dataType": "float32" + }, + { + "name": "obs_25", + "description": "Observation state dimension 25", + "dataType": "float32" + }, + { + "name": "obs_26", + "description": "Observation state dimension 26", + "dataType": "float32" + }, + { + "name": "obs_27", + "description": "Observation state dimension 27", + "dataType": "float32" + }, + { + "name": "obs_28", + "description": "Observation state dimension 28", + "dataType": "float32" + }, + { + "name": "obs_29", + "description": "Observation state dimension 29", + "dataType": "float32" + }, + { + "name": "obs_30", + "description": "Observation state dimension 30", + "dataType": "float32" + }, + { + "name": "obs_31", + "description": "Observation state dimension 31", + "dataType": "float32" + }, + { + "name": "obs_32", + "description": "Observation state dimension 32", + "dataType": "float32" + }, + { + "name": "obs_33", + "description": "Observation state dimension 33", + "dataType": "float32" + }, + { + "name": "obs_34", + "description": "Observation state dimension 34", + "dataType": "float32" + }, + { + "name": "obs_35", + "description": "Observation state dimension 35", + "dataType": "float32" + }, + { + "name": "obs_36", + "description": "Observation state dimension 36", + "dataType": "float32" + }, + { + "name": "obs_37", + "description": "Observation state dimension 37", + "dataType": "float32" + }, + { + "name": "obs_38", + "description": "Observation state dimension 38", + "dataType": "float32" + }, + { + "name": "obs_39", + "description": "Observation state dimension 39", + "dataType": "float32" + }, + { + "name": "obs_40", + "description": "Observation state dimension 40", + "dataType": "float32" + }, + { + "name": "obs_41", + "description": "Observation state dimension 41", + "dataType": "float32" + }, + { + "name": "obs_42", + "description": "Observation state dimension 42", + "dataType": "float32" + }, + { + "name": "obs_43", + "description": "Observation state dimension 43", + "dataType": "float32" + }, + { + "name": "obs_44", + "description": "Observation state dimension 44", + "dataType": "float32" + }, + { + "name": "obs_45", + "description": "Observation state dimension 45", + "dataType": "float32" + }, + { + "name": "obs_46", + "description": "Observation state dimension 46", + "dataType": "float32" + }, + { + "name": "obs_47", + "description": "Observation state dimension 47", + "dataType": "float32" + }, + { + "name": "obs_48", + "description": "Observation state dimension 48", + "dataType": "float32" + }, + { + "name": "obs_49", + "description": "Observation state dimension 49", + "dataType": "float32" + }, + { + "name": "obs_50", + "description": "Observation state dimension 50", + "dataType": "float32" + }, + { + "name": "obs_51", + "description": "Observation state dimension 51", + "dataType": "float32" + }, + { + "name": "action_0", + "description": "Action dimension 0", + "dataType": "float32" + }, + { + "name": "next_obs_0", + "description": "Next observation state dimension 0", + "dataType": "float32" + }, + { + "name": "next_obs_1", + "description": "Next observation state dimension 1", + "dataType": "float32" + }, + { + "name": "next_obs_2", + "description": "Next observation state dimension 2", + "dataType": "float32" + }, + { + "name": "next_obs_3", + "description": "Next observation state dimension 3", + "dataType": "float32" + }, + { + "name": "next_obs_4", + "description": "Next observation state dimension 4", + "dataType": "float32" + }, + { + "name": "next_obs_5", + "description": "Next observation state dimension 5", + "dataType": "float32" + }, + { + "name": "next_obs_6", + "description": "Next observation state dimension 6", + "dataType": "float32" + }, + { + "name": "next_obs_7", + "description": "Next observation state dimension 7", + "dataType": "float32" + }, + { + "name": "next_obs_8", + "description": "Next observation state dimension 8", + "dataType": "float32" + }, + { + "name": "next_obs_9", + "description": "Next observation state dimension 9", + "dataType": "float32" + }, + { + "name": "next_obs_10", + "description": "Next observation state dimension 10", + "dataType": "float32" + }, + { + "name": "next_obs_11", + "description": "Next observation state dimension 11", + "dataType": "float32" + }, + { + "name": "next_obs_12", + "description": "Next observation state dimension 12", + "dataType": "float32" + }, + { + "name": "next_obs_13", + "description": "Next observation state dimension 13", + "dataType": "float32" + }, + { + "name": "next_obs_14", + "description": "Next observation state dimension 14", + "dataType": "float32" + }, + { + "name": "next_obs_15", + "description": "Next observation state dimension 15", + "dataType": "float32" + }, + { + "name": "next_obs_16", + "description": "Next observation state dimension 16", + "dataType": "float32" + }, + { + "name": "next_obs_17", + "description": "Next observation state dimension 17", + "dataType": "float32" + }, + { + "name": "next_obs_18", + "description": "Next observation state dimension 18", + "dataType": "float32" + }, + { + "name": "next_obs_19", + "description": "Next observation state dimension 19", + "dataType": "float32" + }, + { + "name": "next_obs_20", + "description": "Next observation state dimension 20", + "dataType": "float32" + }, + { + "name": "next_obs_21", + "description": "Next observation state dimension 21", + "dataType": "float32" + }, + { + "name": "next_obs_22", + "description": "Next observation state dimension 22", + "dataType": "float32" + }, + { + "name": "next_obs_23", + "description": "Next observation state dimension 23", + "dataType": "float32" + }, + { + "name": "next_obs_24", + "description": "Next observation state dimension 24", + "dataType": "float32" + }, + { + "name": "next_obs_25", + "description": "Next observation state dimension 25", + "dataType": "float32" + }, + { + "name": "next_obs_26", + "description": "Next observation state dimension 26", + "dataType": "float32" + }, + { + "name": "next_obs_27", + "description": "Next observation state dimension 27", + "dataType": "float32" + }, + { + "name": "next_obs_28", + "description": "Next observation state dimension 28", + "dataType": "float32" + }, + { + "name": "next_obs_29", + "description": "Next observation state dimension 29", + "dataType": "float32" + }, + { + "name": "next_obs_30", + "description": "Next observation state dimension 30", + "dataType": "float32" + }, + { + "name": "next_obs_31", + "description": "Next observation state dimension 31", + "dataType": "float32" + }, + { + "name": "next_obs_32", + "description": "Next observation state dimension 32", + "dataType": "float32" + }, + { + "name": "next_obs_33", + "description": "Next observation state dimension 33", + "dataType": "float32" + }, + { + "name": "next_obs_34", + "description": "Next observation state dimension 34", + "dataType": "float32" + }, + { + "name": "next_obs_35", + "description": "Next observation state dimension 35", + "dataType": "float32" + }, + { + "name": "next_obs_36", + "description": "Next observation state dimension 36", + "dataType": "float32" + }, + { + "name": "next_obs_37", + "description": "Next observation state dimension 37", + "dataType": "float32" + }, + { + "name": "next_obs_38", + "description": "Next observation state dimension 38", + "dataType": "float32" + }, + { + "name": "next_obs_39", + "description": "Next observation state dimension 39", + "dataType": "float32" + }, + { + "name": "next_obs_40", + "description": "Next observation state dimension 40", + "dataType": "float32" + }, + { + "name": "next_obs_41", + "description": "Next observation state dimension 41", + "dataType": "float32" + }, + { + "name": "next_obs_42", + "description": "Next observation state dimension 42", + "dataType": "float32" + }, + { + "name": "next_obs_43", + "description": "Next observation state dimension 43", + "dataType": "float32" + }, + { + "name": "next_obs_44", + "description": "Next observation state dimension 44", + "dataType": "float32" + }, + { + "name": "next_obs_45", + "description": "Next observation state dimension 45", + "dataType": "float32" + }, + { + "name": "next_obs_46", + "description": "Next observation state dimension 46", + "dataType": "float32" + }, + { + "name": "next_obs_47", + "description": "Next observation state dimension 47", + "dataType": "float32" + }, + { + "name": "next_obs_48", + "description": "Next observation state dimension 48", + "dataType": "float32" + }, + { + "name": "next_obs_49", + "description": "Next observation state dimension 49", + "dataType": "float32" + }, + { + "name": "next_obs_50", + "description": "Next observation state dimension 50", + "dataType": "float32" + }, + { + "name": "next_obs_51", + "description": "Next observation state dimension 51", + "dataType": "float32" + }, + { + "name": "reward", + "description": "Reward value for the transition", + "dataType": "float32" + }, + { + "name": "done", + "description": "Episode termination flag", + "dataType": "float32" + }, + { + "name": "truncated", + "description": "Episode truncation flag", + "dataType": "float32" + } + ] + }, + { + "@type": "DataDownload", + "name": "Salespromotion-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Salespromotion-val.parquet", + "encodingFormat": "parquet", + "contentSize": 1085714, + "columns": [ + { + "name": "obs_0", + "description": "Observation state dimension 0", + "dataType": "float32" + }, + { + "name": "obs_1", + "description": "Observation state dimension 1", + "dataType": "float32" + }, + { + "name": "obs_2", + "description": "Observation state dimension 2", + "dataType": "float32" + }, + { + "name": "obs_3", + "description": "Observation state dimension 3", + "dataType": "float32" + }, + { + "name": "obs_4", + "description": "Observation state dimension 4", + "dataType": "float32" + }, + { + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, + { + "name": "obs_7", + "description": "Observation state dimension 7", + "dataType": "float32" + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "reward", + "description": "Reward value for the transition", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "done", + "description": "Episode termination flag", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "truncated", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", + "name": "Salespromotion-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Salespromotion-train.parquet", "encodingFormat": "parquet", - "contentSize": 319567, + "contentSize": 5610668, "columns": [ { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_6", + "description": "Next observation state dimension 6", + "dataType": "float32" + }, + { + "name": "next_obs_7", + "description": "Next observation state dimension 7", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "RocketRecovery-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/RocketRecovery-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 9672328, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" - } 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"Column action_dim_2 from the original NPZ data", + "name": "truncated", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", + "name": "RocketRecovery-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/RocketRecovery-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418360, + "contentSize": 1930481, "columns": [ { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_4", + "description": "Next observation state dimension 4", + "dataType": "float32" + }, + { + "name": "next_obs_5", + "description": "Next observation state dimension 5", + "dataType": "float32" + }, + { + "name": "next_obs_6", + "description": "Next observation state dimension 6", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "DMSD-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/DMSD-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 1208889, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", + "dataType": "float32" + }, + { + "name": "reward", + "description": "Reward value for the transition", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "done", + "description": "Episode termination flag", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "truncated", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", + "name": "DMSD-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/DMSD-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418360, + "contentSize": 6440308, "columns": [ { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_5", + "description": "Next observation state dimension 5", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "Simglucose-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Simglucose-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 480406, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "obs_15", + "description": "Observation state dimension 15", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_16", + "description": "Observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_17", + "description": "Observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_18", + "description": "Observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_19", + "description": "Observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_20", + "description": "Observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_21", + "description": "Observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "obs_22", + "description": "Observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "obs_23", + "description": "Observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "obs_24", + "description": "Observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "obs_25", + "description": "Observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "obs_26", + "description": "Observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "obs_27", + "description": "Observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "obs_28", + "description": "Observation state dimension 28", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { - "name": "reward", - "description": "Column reward from the original NPZ data", + "name": "obs_29", + "description": "Observation state dimension 29", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { - "name": "done", - "description": "Column done from the original NPZ data", + "name": "obs_30", + "description": "Observation state dimension 30", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "next_obs_13", + "description": "Next observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "next_obs_14", + "description": "Next observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "next_obs_15", + "description": "Next observation state dimension 15", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_16", + "description": "Next observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_17", + "description": "Next observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_18", + "description": "Next observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_19", + "description": "Next observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_20", + "description": "Next observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_21", + "description": "Next observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_22", + "description": "Next observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_23", + "description": "Next observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_24", + "description": "Next observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_25", + "description": "Next observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_26", + "description": "Next observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_27", + "description": "Next observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_28", + "description": "Next observation state dimension 28", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_29", + "description": "Next observation state dimension 29", + "dataType": "float32" + }, + { + "name": "next_obs_30", + "description": "Next observation state dimension 30", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "Simglucose-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Simglucose-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 2223090, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", + "dataType": "float32" + }, + { + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_15", + "description": "Observation state dimension 15", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "obs_16", + "description": "Observation state dimension 16", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_17", + "description": "Observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_18", + "description": "Observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_19", + "description": "Observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_20", + "description": "Observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_21", + "description": "Observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_22", + "description": "Observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "obs_23", + "description": "Observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "obs_24", + "description": "Observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "obs_25", + "description": "Observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "obs_26", + "description": "Observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "obs_27", + "description": "Observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "obs_28", + "description": "Observation state dimension 28", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "obs_29", + "description": "Observation state dimension 29", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { - "name": "reward", - "description": "Column reward from the original NPZ data", + "name": "obs_30", + "description": "Observation state dimension 30", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { - "name": "done", - "description": "Column done from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_13", + "description": "Next observation state dimension 13", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "next_obs_14", + "description": "Next observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "next_obs_15", + "description": "Next observation state dimension 15", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "next_obs_16", + "description": "Next observation state dimension 16", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_17", + "description": "Next observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_18", + "description": "Next observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_19", + "description": "Next observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_20", + "description": "Next observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_21", + "description": "Next observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_22", + "description": "Next observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_23", + "description": "Next observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_24", + "description": "Next observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_25", + "description": "Next observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_26", + "description": "Next observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_27", + "description": "Next observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_28", + "description": "Next observation state dimension 28", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_29", + "description": "Next observation state dimension 29", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_30", + "description": "Next observation state dimension 30", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "Simglucose-high-100000-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Simglucose-high-100000-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 2223090, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "obs_15", + "description": "Observation state dimension 15", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_16", + "description": "Observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_17", + "description": "Observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_18", + "description": "Observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_19", + "description": "Observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_20", + "description": "Observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_21", + "description": "Observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "obs_22", + "description": "Observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "obs_23", + "description": "Observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "obs_24", + "description": "Observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "obs_25", + "description": "Observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "obs_26", + "description": "Observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "obs_27", + "description": "Observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "obs_28", + "description": "Observation state dimension 28", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { - "name": "reward", - "description": "Column reward from the original NPZ data", + "name": "obs_29", + "description": "Observation state dimension 29", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { - "name": "done", - "description": "Column done from the original NPZ data", + "name": "obs_30", + "description": "Observation state dimension 30", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "next_obs_13", + "description": "Next observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "next_obs_14", + "description": "Next observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "next_obs_15", + "description": "Next observation state dimension 15", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_16", + "description": "Next observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_17", + "description": "Next observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_18", + "description": "Next observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_19", + "description": "Next observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_20", + "description": "Next observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_21", + "description": "Next observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_22", + "description": "Next observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_23", + "description": "Next observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_24", + "description": "Next observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_25", + "description": "Next observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_26", + "description": "Next observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_27", + "description": "Next observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_28", + "description": "Next observation state dimension 28", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, + { + "name": "next_obs_29", + "description": "Next observation state dimension 29", + "dataType": "float32" + }, + { + "name": "next_obs_30", + "description": "Next observation state dimension 30", + "dataType": "float32" + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "Simglucose-high-20000-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/Simglucose-high-20000-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 480406, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "obs_15", + "description": "Observation state dimension 15", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_16", + "description": "Observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_17", + "description": "Observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_18", + "description": "Observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_19", + "description": "Observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_20", + "description": "Observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_21", + "description": "Observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "obs_22", + "description": "Observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "obs_23", + "description": "Observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "obs_24", + "description": "Observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "obs_25", + "description": "Observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "obs_26", + "description": "Observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "obs_27", + "description": "Observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "obs_28", + "description": "Observation state dimension 28", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { - "name": "reward", - "description": "Column reward from the original NPZ data", + "name": "obs_29", + "description": "Observation state dimension 29", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { - "name": "done", - "description": "Column done from the original NPZ data", + "name": "obs_30", + "description": "Observation state dimension 30", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, + { + "name": "next_obs_13", + "description": "Next observation state dimension 13", + "dataType": "float32" + }, + { + "name": "next_obs_14", + "description": "Next observation state dimension 14", + "dataType": "float32" + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "next_obs_15", + "description": "Next observation state dimension 15", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "next_obs_16", + "description": "Next observation state dimension 16", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "next_obs_17", + "description": "Next observation state dimension 17", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_18", + "description": "Next observation state dimension 18", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_19", + "description": "Next observation state dimension 19", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_20", + "description": "Next observation state dimension 20", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_21", + "description": "Next observation state dimension 21", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_22", + "description": "Next observation state dimension 22", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_23", + "description": "Next observation state dimension 23", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_24", + "description": "Next observation state dimension 24", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_25", + "description": "Next observation state dimension 25", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_26", + "description": "Next observation state dimension 26", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_27", + "description": "Next observation state dimension 27", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_28", + "description": "Next observation state dimension 28", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_29", + "description": "Next observation state dimension 29", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_30", + "description": "Next observation state dimension 30", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "SafetyHalfCheetah-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/SafetyHalfCheetah-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 4437402, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", - "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ - { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", - "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ - { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_15", + "description": "Observation state dimension 15", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_16", + "description": "Observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_17", + "description": "Observation state dimension 17", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "action_2", + "description": "Action dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "action_3", + "description": "Action dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "action_4", + "description": "Action dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "action_5", + "description": "Action dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", - "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ - { - "name": "reward", - "description": "Column reward from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { - "name": "done", - "description": "Column done from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "next_obs_13", + "description": "Next observation state dimension 13", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "next_obs_14", + "description": "Next observation state dimension 14", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "next_obs_15", + "description": "Next observation state dimension 15", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_16", + "description": "Next observation state dimension 16", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_17", + "description": "Next observation state dimension 17", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "reward", + "description": "Reward value for the transition", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "done", + "description": "Episode termination flag", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "truncated", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", + "name": "SafetyHalfCheetah-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/SafetyHalfCheetah-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418360, + "contentSize": 472829, "columns": [ { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", - "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ - { - "name": "reward", - "description": "Column reward from the original NPZ data", - "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ - { - "name": "done", - "description": "Column done from the original NPZ data", - "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ - { - "name": "truncated", - "description": "Column truncated from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418209, - "columns": [ + }, { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_13", + "description": "Observation state dimension 13", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_14", + "description": "Observation state dimension 14", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_15", + "description": "Observation state dimension 15", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_16", + "description": "Observation state dimension 16", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_17", + "description": "Observation state dimension 17", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "action_2", + "description": "Action dimension 2", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "action_3", + "description": "Action dimension 3", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "action_4", + "description": "Action dimension 4", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "action_5", + "description": "Action dimension 5", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_13", + "description": "Next observation state dimension 13", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_14", + "description": "Next observation state dimension 14", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_15", + "description": "Next observation state dimension 15", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_16", + "description": "Next observation state dimension 16", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_17", + "description": "Next observation state dimension 17", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "RandomFrictionHopper-train.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/RandomFrictionHopper-train.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 17099888, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "action_2", + "description": "Action dimension 2", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ] }, { "@type": "DataDownload", - "name": "obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/obs.parquet", + "name": "RandomFrictionHopper-val.parquet", + "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/RandomFrictionHopper-val.parquet", "encodingFormat": "parquet", - "contentSize": 1418209, + "contentSize": 3273820, "columns": [ { - "name": "obs_dim_0", - "description": "Column obs_dim_0 from the original NPZ data", + "name": "obs_0", + "description": "Observation state dimension 0", "dataType": "float32" }, { - "name": "obs_dim_1", - "description": "Column obs_dim_1 from the original NPZ data", + "name": "obs_1", + "description": "Observation state dimension 1", "dataType": "float32" }, { - "name": "obs_dim_2", - "description": "Column obs_dim_2 from the original NPZ data", + "name": "obs_2", + "description": "Observation state dimension 2", "dataType": "float32" }, { - "name": "obs_dim_3", - "description": "Column obs_dim_3 from the original NPZ data", + "name": "obs_3", + "description": "Observation state dimension 3", "dataType": "float32" }, { - "name": "obs_dim_4", - "description": "Column obs_dim_4 from the original NPZ data", + "name": "obs_4", + "description": "Observation state dimension 4", "dataType": "float32" }, { - "name": "obs_dim_5", - "description": "Column obs_dim_5 from the original NPZ data", + "name": "obs_5", + "description": "Observation state dimension 5", "dataType": "float32" }, { - "name": "obs_dim_6", - "description": "Column obs_dim_6 from the original NPZ data", + "name": "obs_6", + "description": "Observation state dimension 6", "dataType": "float32" }, { - "name": "obs_dim_7", - "description": "Column obs_dim_7 from the original NPZ data", + "name": "obs_7", + "description": "Observation state dimension 7", "dataType": "float32" }, { - "name": "obs_dim_8", - "description": "Column obs_dim_8 from the original NPZ data", + "name": "obs_8", + "description": "Observation state dimension 8", "dataType": "float32" }, { - "name": "obs_dim_9", - "description": "Column obs_dim_9 from the original NPZ data", + "name": "obs_9", + "description": "Observation state dimension 9", "dataType": "float32" }, { - "name": "obs_dim_10", - "description": "Column obs_dim_10 from the original NPZ data", + "name": "obs_10", + "description": "Observation state dimension 10", "dataType": "float32" }, { - "name": "obs_dim_11", - "description": "Column obs_dim_11 from the original NPZ data", + "name": "obs_11", + "description": "Observation state dimension 11", "dataType": "float32" }, { - "name": "obs_dim_12", - "description": "Column obs_dim_12 from the original NPZ data", + "name": "obs_12", + "description": "Observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "action.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/action.parquet", - "encodingFormat": "parquet", - "contentSize": 319567, - "columns": [ + }, { - "name": "action_dim_0", - "description": "Column action_dim_0 from the original NPZ data", + "name": "action_0", + "description": "Action dimension 0", "dataType": "float32" }, { - "name": "action_dim_1", - "description": "Column action_dim_1 from the original NPZ data", + "name": "action_1", + "description": "Action dimension 1", "dataType": "float32" }, { - "name": "action_dim_2", - "description": "Column action_dim_2 from the original NPZ data", + "name": "action_2", + "description": "Action dimension 2", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "next_obs.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/next_obs.parquet", - "encodingFormat": "parquet", - "contentSize": 1418360, - "columns": [ + }, { - "name": "next_obs_dim_0", - "description": "Column next_obs_dim_0 from the original NPZ data", + "name": "next_obs_0", + "description": "Next observation state dimension 0", "dataType": "float32" }, { - "name": "next_obs_dim_1", - "description": "Column next_obs_dim_1 from the original NPZ data", + "name": "next_obs_1", + "description": "Next observation state dimension 1", "dataType": "float32" }, { - "name": "next_obs_dim_2", - "description": "Column next_obs_dim_2 from the original NPZ data", + "name": "next_obs_2", + "description": "Next observation state dimension 2", "dataType": "float32" }, { - "name": "next_obs_dim_3", - "description": "Column next_obs_dim_3 from the original NPZ data", + "name": "next_obs_3", + "description": "Next observation state dimension 3", "dataType": "float32" }, { - "name": "next_obs_dim_4", - "description": "Column next_obs_dim_4 from the original NPZ data", + "name": "next_obs_4", + "description": "Next observation state dimension 4", "dataType": "float32" }, { - "name": "next_obs_dim_5", - "description": "Column next_obs_dim_5 from the original NPZ data", + "name": "next_obs_5", + "description": "Next observation state dimension 5", "dataType": "float32" }, { - "name": "next_obs_dim_6", - "description": "Column next_obs_dim_6 from the original NPZ data", + "name": "next_obs_6", + "description": "Next observation state dimension 6", "dataType": "float32" }, { - "name": "next_obs_dim_7", - "description": "Column next_obs_dim_7 from the original NPZ data", + "name": "next_obs_7", + "description": "Next observation state dimension 7", "dataType": "float32" }, { - "name": "next_obs_dim_8", - "description": "Column next_obs_dim_8 from the original NPZ data", + "name": "next_obs_8", + "description": "Next observation state dimension 8", "dataType": "float32" }, { - "name": "next_obs_dim_9", - "description": "Column next_obs_dim_9 from the original NPZ data", + "name": "next_obs_9", + "description": "Next observation state dimension 9", "dataType": "float32" }, { - "name": "next_obs_dim_10", - "description": "Column next_obs_dim_10 from the original NPZ data", + "name": "next_obs_10", + "description": "Next observation state dimension 10", "dataType": "float32" }, { - "name": "next_obs_dim_11", - "description": "Column next_obs_dim_11 from the original NPZ data", + "name": "next_obs_11", + "description": "Next observation state dimension 11", "dataType": "float32" }, { - "name": "next_obs_dim_12", - "description": "Column next_obs_dim_12 from the original NPZ data", + "name": "next_obs_12", + "description": "Next observation state dimension 12", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "reward.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/reward.parquet", - "encodingFormat": "parquet", - "contentSize": 118909, - "columns": [ + }, { "name": "reward", - "description": "Column reward from the original NPZ data", + "description": "Reward value for the transition", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "done.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/done.parquet", - "encodingFormat": "parquet", - "contentSize": 1638, - "columns": [ + }, { "name": "done", - "description": "Column done from the original NPZ data", + "description": "Episode termination flag", "dataType": "float32" - } - ] - }, - { - "@type": "DataDownload", - "name": "truncated.parquet", - "contentUrl": "https://huggingface.co/datasets/neorl2-dataset/resolve/main/truncated.parquet", - "encodingFormat": "parquet", - "contentSize": 1160, - "columns": [ + }, { "name": "truncated", - "description": "Column truncated from the original NPZ data", + "description": "Episode truncation flag", "dataType": "float32" } ]