Analysis of On-policy Policy Gradient Methods under the Distribution Mismatch

Weizhen Wang, Jianping He, Xinzhe Zhou +1

Policy gradient methods are among the most successful approaches for solving challenging reinforcement learning problems. Despite their empirical success, many state-of-the-art pol…