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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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CoRR (2024)
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ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024): 11966-11970
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,Jarrid Rector-Brooks, Simon Blackburn,Leo Feng,Hadi Nekoei, SaiKrishna Gottipati,Priyesh Vijayan,Prateek Gupta,Ladislav Rampášek,Sasikanth Avancha,Pierre-Luc Bacon,William L. Hamilton,Brooks Paige,Sanchit Misra,Stanislaw Kamil Jastrzebski,Bharat Kaul,Doina Precup,José Miguel Hernández-Lobato,Marwin Segler,Michael Bronstein,Anne Marinier,Mike Tyers,Yoshua Bengio
arXiv (Cornell University) (2024)
COMPLEX NETWORKS & THEIR APPLICATIONS XII, VOL 1, COMPLEX NETWORKS 2023 (2024): 49-60
Chenqing Hua, Yong Liu, Dinghuai Zhang,Odin Zhang,Sitao Luan, Kevin K. Yang, Guy Wolf,Doina Precup,Shuangjia Zheng
arxiv(2024)
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CoRR (2024)
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Author Statistics
#Papers: 472
#Citation: 26206
H-Index: 59
G-Index: 154
Sociability: 7
Diversity: 0
Activity: 5
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