Variational Intrinsic Control

Karol Gregor, Danilo Jimenez Rezende, Daan Wierstra

Abstract: We introduce a new unsupervised reinforcement learning method for discovering the set of intrinsic options available to an agent. This set is learned by maximizing the number of different states an...