Learning to Explore via Meta-Policy Gradient

Tianbing Xu, Qiang Liu, Liang Zhao, Jian Peng

Abstract: The performance of off-policy learning, including deep Q-learning and deep deterministic policy gradient (DDPG), critically depends on the choice of the exploration policy. Existing exploration met...