Policy Improvement Reinforcement Learning

Huaiyang Wang, Xiaojie Li, Xiaohan Wang +10

Reinforcement learning has become a central post-training paradigm for improving LLM and agent capabilities. Yet existing RL post-training methods share a common blind spot: they c…