Near-Optimal Representation Learning for Hierarchical Reinforcement Learning

Ofir Nachum, Shixiang Gu, Honglak Lee +1

We study the problem of representation learning in goal-conditioned hierarchical reinforcement learning. In such hierarchical structures, a higher-level controller solves tasks by…