A Policy-Guided Imitation Approach for Offline Reinforcement Learning

Haoran Xu, Li Jiang, Jianxiong Li +1

Offline reinforcement learning (RL) methods can generally be categorized into two types: RL-based and Imitation-based. RL-based methods could in principle enjoy out-of-distribution…