Diffusion Subgoal Planning for Long-Horizon Offline Goal-Conditioned Reinforcement Learning

Hengrui Zhang, Yuhu Cheng, C. L. Philip Chen +1

Offline goal-conditioned reinforcement learning (GCRL) learns goal-directed policies from reward-free data, but in long-horizon tasks, goal-conditioned value functions often provid…