Drift, Then Spread: Learning One-Step Generative Policies for Online Reinforcement Learning

Chunyu Luo, Hongyu Zhao, Guangyi Ni +2

Generative policies offer expressive action distributions for online reinforcement learning (RL), but many diffusion- and flow-based policies require costly iterative sampling. We…