Iterative Refinement of Flow Policies in Probability Space for Online Reinforcement Learning

Mingyang Sun, Pengxiang Ding, Weinan Zhang +1

While behavior cloning with flow/diffusion policies excels at learning complex skills from demonstrations, it remains vulnerable to distributional shift, and standard RL methods st…