Chia-Chi Chuang

Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction

"Imitation learning is a widely used policy learning method that enables intelligent agents to acquire complex skills from expert demonstrations. The input to the imitation learning algorithm is usually composed of both the current observation and historical observations since the most recent observ…