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

Weizhen Wang, Jianping He, Xiaoming Duan

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