2025
Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning
ICML 2025poster
Existing offline hierarchical reinforcement learning methods rely on high-level policy learning to generate subgoal sequences. However, their efficiency degrades as task horizons increase, and they lack effective strategies for stitching useful state transitions across different trajectories. We pro…