Distribution-Centric Policy Optimization Dominates Exploration-Exploitation Trade-off

Zhaochun Li, Chen Wang, Jionghao Bai +4

The exploration-exploitation (EE) trade-off is a central challenge in reinforcement learning (RL) for large language models (LLMs). With Group Relative Policy Optimization (GRPO),…