Stability-Constrained Markov Decision Processes Using MPC

Mario Zanon, Sébastien Gros, Michele Palladino

In this paper, we consider solving discounted Markov Decision Processes (MDPs) under the constraint that the resulting policy is stabilizing. In practice MDPs are solved based on s…