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+                                                    "dtype": "float32",
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+}
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+{
+  "citation": "@inproceedings{haldar2023watch,\n  title={Watch and match: Supercharging imitation with regularized optimal transport},\n  author={Haldar, Siddhant and Mathur, Vaibhav and Yarats, Denis and Pinto, Lerrel},\n  booktitle={Conference on Robot Learning},\n  pages={32--43},\n  year={2023},\n  organization={PMLR}\n}",
+  "description": "xArm short-horizon table-top tasks",
+  "fileFormat": "tfrecord",
+  "location": {
+    "urls": [
+      "https://rot-robot.github.io/"
+    ]
+  },
+  "moduleName": "tensorflow_datasets.robotics.rtx.rtx",
+  "name": "nyu_rot_dataset_converted_externally_to_rlds",
+  "releaseNotes": {
+    "0.1.0": "Initial release."
+  },
+  "splits": [
+    {
+      "filepathTemplate": "{DATASET}-{SPLIT}.{FILEFORMAT}-{SHARD_X_OF_Y}",
+      "name": "train",
+      "numBytes": "5593987",
+      "shardLengths": [
+        "14"
+      ]
+    }
+  ],
+  "version": "0.1.0"
+}
\ No newline at end of file
diff --git a/nyu_rot_dataset_converted_externally_to_rlds/0.1.0/features.json b/nyu_rot_dataset_converted_externally_to_rlds/0.1.0/features.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f8c4e2618d9db740a46465ad26b2df091fab200
--- /dev/null
+++ b/nyu_rot_dataset_converted_externally_to_rlds/0.1.0/features.json
@@ -0,0 +1,140 @@
+{
+    "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+    "featuresDict": {
+        "features": {
+            "steps": {
+                "pythonClassName": "tensorflow_datasets.core.features.dataset_feature.Dataset",
+                "sequence": {
+                    "feature": {
+                        "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+                        "featuresDict": {
+                            "features": {
+                                "action": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {
+                                            "dimensions": [
+                                                "7"
+                                            ]
+                                        },
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Robot action, consists of [3x robot end effector delta positions, 3x robot end effector rotations (roll, pitch, yaw),1x gripper open/close (0-open, 1-closed)]."
+                                },
+                                "discount": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Discount if provided, default to 1."
+                                },
+                                "observation": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+                                    "featuresDict": {
+                                        "features": {
+                                            "image": {
+                                                "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image",
+                                                "image": {
+                                                    "shape": {
+                                                        "dimensions": [
+                                                            "84",
+                                                            "84",
+                                                            "3"
+                                                        ]
+                                                    },
+                                                    "dtype": "uint8",
+                                                    "encodingFormat": "png"
+                                                },
+                                                "description": "Main camera RGB observation."
+                                            },
+                                            "state": {
+                                                "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                                "tensor": {
+                                                    "shape": {
+                                                        "dimensions": [
+                                                            "7"
+                                                        ]
+                                                    },
+                                                    "dtype": "float32",
+                                                    "encoding": "none"
+                                                },
+                                                "description": "Robot state, consists of [3x robot end effector positions, 3x robot end effector rotations (roll, pitch, yaw),1x gripper open/close (0-open, 1-closed)]."
+                                            }
+                                        }
+                                    }
+                                },
+                                "reward": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Reward if provided, 1 on final step for demos."
+                                },
+                                "is_first": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "bool",
+                                        "encoding": "none"
+                                    }
+                                },
+                                "is_last": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "bool",
+                                        "encoding": "none"
+                                    }
+                                },
+                                "is_terminal": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {},
+                                        "dtype": "bool",
+                                        "encoding": "none"
+                                    }
+                                },
+                                "language_instruction": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
+                                    "text": {},
+                                    "description": "Language Instruction."
+                                },
+                                "language_embedding": {
+                                    "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor",
+                                    "tensor": {
+                                        "shape": {
+                                            "dimensions": [
+                                                "512"
+                                            ]
+                                        },
+                                        "dtype": "float32",
+                                        "encoding": "none"
+                                    },
+                                    "description": "Kona language embedding. See https://tfhub.dev/google/universal-sentence-encoder-large/5"
+                                }
+                            }
+                        }
+                    },
+                    "length": "-1"
+                }
+            },
+            "episode_metadata": {
+                "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict",
+                "featuresDict": {
+                    "features": {
+                        "file_path": {
+                            "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text",
+                            "text": {},
+                            "description": "Path to the original data file."
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
\ No newline at end of file
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