Offline Imitation Learning with Model-based Reverse Augmentation

Jie-Jing Shao, Hao-Sen Shi, Lan-Zhe Guo +1

In offline Imitation Learning (IL), one of the main challenges is the \textit{covariate shift} between the expert observations and the actual distribution encountered by the agent,…