Action-Constrained Markov Decision Processes With Kullback-Leibler Cost

Ana Bušić, Sean Meyn

This paper concerns computation of optimal policies in which the one-step reward function contains a cost term that models Kullback-Leibler divergence with respect to nominal dynam…