Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning

Mahammad Humayoo, Gengzhong Zheng, Xiaoqing Dong +7

Off-policy learning exhibits greater instability when compared to on-policy learning in reinforcement learning (RL). The difference in probability distribution between the target p…