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GraphCast: Learning skillful medium-range global weather forecasting


Dec 24, 2022
Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter Battaglia

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* Main text: 21 pages, 8 figures, 1 table. Appendix: 15 pages, 5 figures, 2 tables 

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MultiScale MeshGraphNets


Oct 02, 2022
Meire Fortunato, Tobias Pfaff, Peter Wirnsberger, Alexander Pritzel, Peter Battaglia

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* 2nd AI4Science Workshop at the 39th International Conference on Machine Learning (ICML), 2022 

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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

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* 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

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* 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

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* ICLR 2018 

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Pointer Networks


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

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