Bernardo Ávila Pires

Bootstrap your own latent: A new approach to self-supervised Learning

Jean-Bastien Grill, Florian Strub, Florent Altché et al. · arXiv (Cornell University) · 2020 · 3.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Neural Predictive Belief Representations

Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot et al. · arXiv (Cornell University) · 2018 · 47 citations · Full text

Computing, Computer Science, Knowledge Representation +10

Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning

Daniel Guo, Bernardo Ávila Pires, Bilal Piot et al. · arXiv (Cornell University) · 2020 · 42 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning

Zhaohan Daniel Guo, Bernardo Ávila Pires, Mohammad Gheshlaghi Azar et al. · International Conference on Machine Learning · 2020 · 31 citations

Computing, Computer Science, Artificial Intelligence +14

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

Bernardo Ávila Pires, Csaba Szepesv ri · arXiv (Cornell University) · 2012 · 17 citations · Full text

Computing, Computer Science, Machine Learning +11