Dynamic Choice of State Abstraction in Q-Learning

Marco Tamassia, Fabio Zambetta, William L. Raffe, Florian 'Floyd' Mueller, Xiaodong Li. Dynamic Choice of State Abstraction in Q-Learning. In Gal A. Kaminka, Maria Fox, Paolo Bouquet, Eyke Hüllermeier, Virginia Dignum, Frank Dignum, Frank van Harmelen, editors, ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence (PAIS 2016). Volume 285 of Frontiers in Artificial Intelligence and Applications, pages 46-54, IOS Press, 2016. [doi]

Abstract

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