A Distributional Perspective on Reinforcement Learning

ICML 2017 • Marc G. Bellemare • Will Dabney • Rémi Munos

In this paper we argue for the fundamental importance of the value distribution: the distribution of the random return received by a reinforcement learning agent. This is in contrast to the common approach to reinforcement learning which models the expectation of this return, or value... (read more)

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