Bernardo Avila Pires
- Bootstrap your own latent: A new approach to self-supervised Learning
2020/06/13 by Jean-Bastien Grill, Grill, Jean-Bastien, Florian Strub +26 · 606 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.CV #cs.LG #stat.ML
- Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning
2020/04/30 by Daniel Guo, Bernardo Ávila Pires, Guo, Daniel +13 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Geometric Entropic Exploration
2021/01/06 by Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Guo, Zhaohan Daniel +19 · 6 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #cs.LG
- Neural Recursive Belief States in Multi-Agent Reinforcement Learning
2021/02/03 by Pol Moreno, Pol Blasco Moreno, Moreno, Pol +9 · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.MA
- Statistical Linear Estimation with Penalized Estimators: an Application to Reinforcement Learning
2012/06/27 by Bernardo Avila Pires, Csaba Szepesvari, Pires, Bernardo Avila +1 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML