Markov Decision Processes of the Third Kind: Learning Distributions by Policy Gradient Descent

Nicole Bäuerle, Athanasios Vasileiadis

The goal of this paper is to analyze distributional Markov Decision Processes as a class of control problems in which the objective is to learn policies that steer the distribution…