Solution Methods for Constrained Markov Decision Process with Continuous Probability Modulation

Marek Petrik, Dharmashankar Subramanian, Janusz Marecki

We propose solution methods for previously-unsolved constrained MDPs in which actions can continuously modify the transition probabilities within some acceptable sets. While many m…