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Arthur Guez

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The Predictron: End-To-End Learning and Planning

Jul 20, 2017
David Silver, Hado van Hasselt, Matteo Hessel, Tom Schaul, Arthur Guez, Tim Harley, Gabriel Dulac-Arnold, David Reichert, Neil Rabinowitz, Andre Barreto, Thomas Degris

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Learning values across many orders of magnitude

Aug 16, 2016
Hado van Hasselt, Arthur Guez, Matteo Hessel, Volodymyr Mnih, David Silver

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Increasing the Action Gap: New Operators for Reinforcement Learning

Dec 15, 2015
Marc G. Bellemare, Georg Ostrovski, Arthur Guez, Philip S. Thomas, Rémi Munos

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Deep Reinforcement Learning with Double Q-learning

Dec 08, 2015
Hado van Hasselt, Arthur Guez, David Silver

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Better Optimism By Bayes: Adaptive Planning with Rich Models

Feb 09, 2014
Arthur Guez, David Silver, Peter Dayan

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Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search

Dec 18, 2013
Arthur Guez, David Silver, Peter Dayan

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