When Do Off-Policy and On-Policy Policy Gradient Methods Align?

Davide Mambelli, Stephan Bongers, Onno Zoeter +2

Policy gradient methods are widely adopted reinforcement learning algorithms for tasks with continuous action spaces. These methods succeeded in many application domains, however,…