On Policy Evaluation Algorithms in Distributional Reinforcement Learning

Julian Gerstenberg, Ralph Neininger, Denis Spiegel

We introduce a novel class of algorithms to efficiently approximate the unknown return distributions in policy evaluation problems from distributional reinforcement learning (DRL).…