Learning to Weight Imperfect Demonstrations

Yunke Wang, Chang Xu, Bo Du, Honglak Lee

Abstract: This paper investigates how to weight imperfect expert demonstrations for generative adversarial imitation learning (GAIL). The agent is expected to perform behaviors demonstrated by experts. But i...