A Unifying View of Optimism in Episodic Reinforcement Learning

3 Jul 2020Gergely NeuCiara Pike-Burke

The principle of optimism in the face of uncertainty underpins many theoretically successful reinforcement learning algorithms. In this paper we provide a general framework for designing, analyzing and implementing such algorithms in the episodic reinforcement learning problem... (read more)

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