DORA The Explorer: Directed Outreaching Reinforcement Action-Selection

ICLR 2018 Leshem ChoshenLior FoxYonatan Loewenstein

Exploration is a fundamental aspect of Reinforcement Learning, typically implemented using stochastic action-selection. Exploration, however, can be more efficient if directed toward gaining new world knowledge... (read more)

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