Get Back Here: Robust Imitation by Return-to-Distribution Planning

Geoffrey Cideron, Baruch Tabanpour, Sebastian Curi +6

We consider the Imitation Learning (IL) setup where expert data are not collected on the actual deployment environment but on a different version. To address the resulting distribu…