D-Shape: Demonstration-Shaped Reinforcement Learning via Goal Conditioning

Caroline Wang, Garrett Warnell, Peter Stone

While combining imitation learning (IL) and reinforcement learning (RL) is a promising way to address poor sample efficiency in autonomous behavior acquisition, methods that do so…