Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning

Haoxuan Pan, Deheng Ye, Xiaoming Duan +4

We revisit the estimation bias in policy gradients for the discounted episodic Markov decision process (MDP) from Deep Reinforcement Learning (DRL) perspective. The objective is fo…