An Analysis of Categorical Distributional Reinforcement Learning

Mark Rowland, Marc G. Bellemare, Will Dabney +2

Distributional approaches to value-based reinforcement learning model the entire distribution of returns, rather than just their expected values, and have recently been shown to yi…