Hao Sun

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upvoted a paper 30 days ago

Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities

Paper • 2507.13158 • Published Jul 17 • 24

upvoted 2 papers 6 months ago

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Paper • 2502.14739 • Published Feb 20 • 106

Rethinking Diverse Human Preference Learning through Principal Component Analysis

Paper • 2502.13131 • Published Feb 18 • 38

upvoted a paper over 1 year ago

Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples

Paper • 2310.07747 • Published Oct 11, 2023 • 1

upvoted 4 papers almost 2 years ago

What is Flagged in Uncertainty Quantification? Latent Density Models for Uncertainty Categorization

Paper • 2207.05161 • Published Jul 11, 2022 • 1

Reinforcement Learning in the Era of LLMs: What is Essential? What is needed? An RL Perspective on RLHF, Prompting, and Beyond

Paper • 2310.06147 • Published Oct 9, 2023 • 1

Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping

Paper • 2209.07288 • Published Sep 15, 2022 • 1

Offline Prompt Evaluation and Optimization with Inverse Reinforcement Learning

Paper • 2309.06553 • Published Sep 13, 2023 • 4