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Human-level Atari 200x faster


Sep 15, 2022
Steven Kapturowski, Víctor Campos, Ray Jiang, Nemanja Rakićević, Hado van Hasselt, Charles Blundell, Adrià Puigdomènech Badia


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Selective Credit Assignment


Feb 20, 2022
Veronica Chelu, Diana Borsa, Doina Precup, Hado van Hasselt


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Chaining Value Functions for Off-Policy Learning


Feb 02, 2022
Simon Schmitt, John Shawe-Taylor, Hado van Hasselt


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Self-Consistent Models and Values


Oct 25, 2021
Gregory Farquhar, Kate Baumli, Zita Marinho, Angelos Filos, Matteo Hessel, Hado van Hasselt, David Silver

* NeurIPS 2021 

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Pick Your Battles: Interaction Graphs as Population-Level Objectives for Strategic Diversity


Oct 08, 2021
Marta Garnelo, Wojciech Marian Czarnecki, Siqi Liu, Dhruva Tirumala, Junhyuk Oh, Gauthier Gidel, Hado van Hasselt, David Balduzzi


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Introducing Symmetries to Black Box Meta Reinforcement Learning


Sep 22, 2021
Louis Kirsch, Sebastian Flennerhag, Hado van Hasselt, Abram Friesen, Junhyuk Oh, Yutian Chen


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Bootstrapped Meta-Learning


Sep 09, 2021
Sebastian Flennerhag, Yannick Schroecker, Tom Zahavy, Hado van Hasselt, David Silver, Satinder Singh

* 31 pages, 19 figures, 7 tables 

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Learning Expected Emphatic Traces for Deep RL


Jul 12, 2021
Ray Jiang, Shangtong Zhang, Veronica Chelu, Adam White, Hado van Hasselt


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Emphatic Algorithms for Deep Reinforcement Learning


Jun 21, 2021
Ray Jiang, Tom Zahavy, Zhongwen Xu, Adam White, Matteo Hessel, Charles Blundell, Hado van Hasselt

* Proceedings of the 38th International Conference on Machine Learning, PMLR 139, 2021 

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