Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN

Dror Freirich, Tzahi Shimkin, Ron Meir, Aviv Tamar

Abstract: The recently proposed distributional approach to reinforcement learning (DiRL) is centered on learning the distribution of the reward-to-go, often referred to as the value distribution. In this wor...