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Bio
My research interests are in the area of artificial intelligence, machine learning and their applications, especially in medicine and automated control. My main focus is on reinforcement learning, as well as reasoning and planning under uncertainty. My paper introducing the options framework for temporal abstraction in reinforcement learning received the Classic paper award from the Artificial Intelligence journal in 2019. Subsequent work on the option-critic architecture, with my students Pierre-Luc Bacon and Jean Harb, received one of two Outstanding student paper from AAAI.
Research Interests
Papers共 474 篇Author StatisticsCo-AuthorSimilar Experts
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arxiv(2024)
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CoRR (2024)
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Maksym Korablyov,Cheng-Hao Liu,Moksh Jain,Almer M. van der Sloot, Eric Jolicoeur,Edward Ruediger,Andrei Cristian Nica,Emmanuel Bengio, Kostiantyn Lapchevskyi,Daniel St-Cyr,Doris Alexandra Schuetz,Victor Ion Butoi,
CoRR (2024)
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ICML 2024 (2024)
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CoRR (2024)
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JOURNAL OF MACHINE LEARNING RESEARCH (2024)
CoRR (2024)
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