Zeyu Jia

Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits

Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning

Do We Need to Verify Step by Step? Rethinking Process Supervision from a Theoretical Perspective

How Does Variance Shape the Regret in Contextual Bandits?