Intrinsic Reward Driven Imitation Learning via Generative Model

Xingrui Yu, Yueming Lyu, Ivor W. Tsang

Imitation learning in a high-dimensional environment is challenging. Most inverse reinforcement learning (IRL) methods fail to outperform the demonstrator in such a high-dimensiona…