Yi Ren

Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning

SimKO: Simple Pass@K Policy Optimization

Learning Dynamics of LLM Finetuning

On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization