Learning What to Do and What Not To Do: Offline Imitation from Expert and Undesirable Demonstrations

Huy Hoang, Tien Mai, Pradeep Varakantham +1

Offline imitation learning typically learns from expert and unlabeled demonstrations, yet often overlooks the valuable signal in explicitly undesirable behaviors. In this work, we…