Improving On-policy Learning with Statistical Reward Accumulation

Yubin Deng, Ke Yu, Dahua Lin +2

Deep reinforcement learning has obtained significant breakthroughs in recent years. Most methods in deep-RL achieve good results via the maximization of the reward signal provided…