Xuan Zhang

Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards

Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning

Distributional Reinforcement Learning for Large Language Models

Guiding Diffusion Models with Reinforcement Learning for Stable Molecule Generation