Sample-Efficient Policy Learning based on Completely Behavior Cloning

Qiming Zou, Ling Wang, Ke Lu +1

Direct policy search is one of the most important algorithm of reinforcement learning. However, learning from scratch needs a large amount of experience data and can be easily pron…