Action-depedent Control Variates for Policy Optimization via Stein's Identity

Hao Liu, Yihao Feng, Yi Mao +3

Policy gradient methods have achieved remarkable successes in solving challenging reinforcement learning problems. However, it still often suffers from the large variance issue on…