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Bernardo Avila Pires

University of Alberta

Neural Recursive Belief States in Multi-Agent Reinforcement Learning


Feb 03, 2021
Pol Moreno, Edward Hughes, Kevin R. McKee, Bernardo Avila Pires, Théophane Weber


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Geometric Entropic Exploration


Jan 07, 2021
Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Alaa Saade, Shantanu Thakoor, Bilal Piot, Bernardo Avila Pires, Michal Valko, Thomas Mesnard, Tor Lattimore, Rémi Munos


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Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning


Jun 13, 2020
Jean-Bastien Grill, Florian Strub, Florent Altché, Corentin Tallec, Pierre H. Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Avila Pires, Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, Michal Valko


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Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning


Apr 30, 2020
Daniel Guo, Bernardo Avila Pires, Bilal Piot, Jean-bastien Grill, Florent Altché, Rémi Munos, Mohammad Gheshlaghi Azar


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World Discovery Models


Mar 01, 2019
Mohammad Gheshlaghi Azar, Bilal Piot, Bernardo Avila Pires, Jean-Bastien Grill, Florent Altché, Rémi Munos


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Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning


Jun 27, 2012
Bernardo Avila Pires, Csaba Szepesvari

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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