AITopics | Omar Darwiche Domingues

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Omar Darwiche Domingues

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Planning in entropy-regularized Markov decision processes and games

Jean-Bastien Grill, Omar Darwiche Domingues, Pierre Menard, Remi Munos, Michal Valko

Neural Information Processing SystemsMar-23-2025, 12:58:03 GMT

We propose SmoothCruiser, a new planning algorithm for estimating the value function in entropy-regularized Markov decision processes and two-player games, given a generative model of the environment.

artificial intelligence, machine learning, reinforcement learning, (16 more...)

Neural Information Processing Systems

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