Minimizing the Outage Probability in a Markov Decision Process

Vincent Corlay, Jean-Christophe Sibel

Standard Markov decision process (MDP) and reinforcement learning algorithms optimize the policy with respect to the expected gain. We propose an algorithm which enables to optimiz…