Active Hierarchical Exploration with Stable Subgoal Representation Learning

Siyuan Li, Jin Zhang, Jianhao Wang +2

Goal-conditioned hierarchical reinforcement learning (GCHRL) provides a promising approach to solving long-horizon tasks. Recently, its success has been extended to more general se…