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taegeon park

1 accepted papers

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…