How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement

Xu-Hui Liu, Feng Xu, Xinyu Zhang +5

Imitation learning aims to mimic the behavior of experts without explicit reward signals. Passive imitation learning methods which use static expert datasets typically suffer from…