Understanding the Pathologies of Approximate Policy Evaluation when Combined with Greedification in Reinforcement Learning

Kenny Young, Richard S. Sutton

Despite empirical success, the theory of reinforcement learning (RL) with value function approximation remains fundamentally incomplete. Prior work has identified a variety of path…