Jie Cheng

Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining

Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning

Ada-K Routing: Boosting the Efficiency of MoE-based LLMs

RIME: Robust Preference-based Reinforcement Learning with Noisy Human Preferences