Browsing by Author "Junyent Barbany, Miquel"

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  • Junyent Barbany, Miquel; Gómez, Vicenç; Jonsson, Anders, 1973- (Association for the Advancement of Artificial Intelligence (AAAI), 2021)
    Width-based search methods have demonstrated state-of-the-art performance in a wide range of testbeds, from classical planning problems to image-based simulators such as Atari games. These methods scale independently of ...
  • Junyent Barbany, Miquel (Universitat Pompeu Fabra, 2021-11-16)
    Optimal sequential decision making is a fundamental problem to many diverse fields. In recent years, Reinforcement Learning (RL) methods have experienced unprecedented success, largely enabled by the use of deep learning ...

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