Skill-Critic: Refining Learned Skills for Hierarchical Reinforcement Learning

Ce Hao, Catherine Weaver, Chen Tang +3

Hierarchical reinforcement learning (RL) can accelerate long-horizon decision-making by temporally abstracting a policy into multiple levels. Promising results in sparse reward env…