Offline Reinforcement Learning with Reverse Model-based Imagination

Jianhao Wang, Wenzhe Li, Haozhe Jiang +3

In offline reinforcement learning (offline RL), one of the main challenges is to deal with the distributional shift between the learning policy and the given dataset. To address th…