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Garcia-Ortiz, Michael

  1. Continual State Representation Learning for Reinforcement Learning using Generative Replay
    2018/10/09 by Hugo Caselles-Dupré, Caselles-Dupré, Hugo, M. Ortíz +3 · 5 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
  2. Symmetry-Based Disentangled Representation Learning requires Interaction with Environments
    2019/03/30 by Caselles-Dupré, Hugo, Garcia-Ortiz, Michael, Filliat, David · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay
    2019/02/25 by Caselles-Dupré, Hugo, Garcia-Ortiz, Michael, Filliat, David · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Generative Models from the perspective of Continual Learning
    2018/12/21 by Lesort, Timothée, Caselles-Dupré, Hugo, Garcia-Ortiz, Michael +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)