Regret Minimization Experience Replay in Off-Policy Reinforcement Learning

Xu-Hui Liu, Zhenghai Xue, Jing-Cheng Pang +3

In reinforcement learning, experience replay stores past samples for further reuse. Prioritized sampling is a promising technique to better utilize these samples. Previous criteria…