Kongcheng Zhang

Incentivizing LLM Reasoning via Reinforcement Learning with Functional Monte Carlo Tree Search

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning

Odyssey: Empowering Minecraft Agents with Open-World Skills