Improving Learning from Demonstrations by Learning from Experience

Haofeng Liu, Yiwen Chen, Jiayi Tan +1

How to make imitation learning more general when demonstrations are relatively limited has been a persistent problem in reinforcement learning (RL). Poor demonstrations lead to nar…