A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning

Alper Demir, Erkin Çilden, Faruk Polat. A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement 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 1644-1645, IOS Press, 2016. [doi]

Abstract

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