Non-Stationary Approximate Modified Policy Iteration

Boris Lesner, Bruno Scherrer

Abstract: We consider the infinite-horizon γ-discounted optimal control problem formalized by Markov Decision Processes. Running any instance of Modified Policy Iteration—a family of algorithms that can inte...