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Adapting the Function Approximation Architecture in Online Reinforcement Learning

Jun 17, 2021
John D. Martin, Joseph Modayil

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On Inductive Biases in Deep Reinforcement Learning

Jul 05, 2019
Matteo Hessel, Hado van Hasselt, Joseph Modayil, David Silver

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Ray Interference: a Source of Plateaus in Deep Reinforcement Learning

Apr 25, 2019
Tom Schaul, Diana Borsa, Joseph Modayil, Razvan Pascanu

* Full version of RLDM abstract 

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Deep Reinforcement Learning and the Deadly Triad

Dec 06, 2018
Hado van Hasselt, Yotam Doron, Florian Strub, Matteo Hessel, Nicolas Sonnerat, Joseph Modayil

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The Barbados 2018 List of Open Issues in Continual Learning

Nov 16, 2018
Tom Schaul, Hado van Hasselt, Joseph Modayil, Martha White, Adam White, Pierre-Luc Bacon, Jean Harb, Shibl Mourad, Marc Bellemare, Doina Precup

* NIPS Continual Learning Workshop 2018 

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Rainbow: Combining Improvements in Deep Reinforcement Learning

Oct 06, 2017
Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver

* Under review as a conference paper at AAAI 2018 

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Scaling Life-long Off-policy Learning

Jun 27, 2012
Adam White, Joseph Modayil, Richard S. Sutton

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Multi-timescale Nexting in a Reinforcement Learning Robot

Jun 08, 2012
Joseph Modayil, Adam White, Richard S. Sutton

* (11 pages, 5 figures, This version to appear in the Proceedings of the Conference on the Simulation of Adaptive Behavior, 2012) 

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