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Learning Mesh-Based Simulation with Graph Networks

Oct 07, 2020
Tobias Pfaff, Meire Fortunato, Alvaro Sanchez-Gonzalez, Peter W. Battaglia


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Generalization of Reinforcement Learners with Working and Episodic Memory

Oct 29, 2019
Meire Fortunato, Melissa Tan, Ryan Faulkner, Steven Hansen, Adrià Puigdomènech Badia, Gavin Buttimore, Charlie Deck, Joel Z Leibo, Charles Blundell

* To be published in NeurIPS 2019. Equal contribution of first 4 authors 

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Interval timing in deep reinforcement learning agents

May 31, 2019
Ben Deverett, Ryan Faulkner, Meire Fortunato, Greg Wayne, Joel Z. Leibo

* 11 pages, 7 figures 

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Bayesian Recurrent Neural Networks

Mar 21, 2018
Meire Fortunato, Charles Blundell, Oriol Vinyals


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Noisy Networks for Exploration

Feb 15, 2018
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Ian Osband, Alex Graves, Vlad Mnih, Remi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg

* ICLR 2018 

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Pointer Networks

Jan 02, 2017
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly


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