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Picture for Andrea Banino

CoBERL: Contrastive BERT for Reinforcement Learning


Jul 12, 2021
Andrea Banino, Adrià Puidomenech Badia, Jacob Walker, Tim Scholtes, Jovana Mitrovic, Charles Blundell

* 9 pages, 2 figures, 6 tables 

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PonderNet: Learning to Ponder


Jul 12, 2021
Andrea Banino, Jan Balaguer, Charles Blundell

* 16 pages, 2 figures, 2 tables, 8th ICML Workshop on Automated Machine Learning (2021) 

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Towards mental time travel: a hierarchical memory for reinforcement learning agents


May 28, 2021
Andrew Kyle Lampinen, Stephanie C. Y. Chan, Andrea Banino, Felix Hill

* 10 pages main text; 22 pages total 

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MEMO: A Deep Network for Flexible Combination of Episodic Memories


Jan 29, 2020
Andrea Banino, Adrià Puigdomènech Badia, Raphael Köster, Martin J. Chadwick, Vinicius Zambaldi, Demis Hassabis, Caswell Barry, Matthew Botvinick, Dharshan Kumaran, Charles Blundell

* 9 pages, 2 figures, 3 tables, to be published as a conference paper at ICLR 2020 

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Learning to Navigate in Complex Environments


Jan 13, 2017
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andrew J. Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell

* 11 pages, 5 appendix pages, 11 figures, 3 tables, under review as a conference paper at ICLR 2017 

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