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个人简介
I am interested in intelligent systems that operate in large, nondeterministic, nonstationary or only partially known domains. Most of my research centers around techniques for decision making that enable single situated agents (such as robots or decision-support systems) and teams of agents to act intelligently in their environments and exhibit goal-directed behavior in real-time, even if they have only incomplete knowledge of their environments, imperfect abilities to manipulate them, limited or noisy perception or insufficient reasoning speed. I believe that finding good solutions to these problems requires approaches that cut across many different fields and, consequently, my research draws on areas such as artificial intelligence, decision theory, and operations research. Applications of my research include robotics and video games as well as automated warehousing, logistics, transportation, planetary exploration, and many other areas.
研究兴趣
论文共 462 篇作者统计合作学者相似作者
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arxiv(2024)
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CoRR (2024)
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ICRApp.9231-9237, (2023)
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John Dickerson,Bistra Dilkina,Yu Ding,Swati Gupta,Pascal Van Hentenryck,Sven Koenig,Ramayya Krishnan, Radhika Kulkarni, Catherine Gill, Haley Griffin,Maddy Hunter, Ann Schwartz
CoRR (2023)
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Sanmay Das,Nicholas Mattei,John P. Dickerson,Sven Koenig,Louise A. Dennis, Larry R. Medsker,Ziyu Yao,Anuj Karpatne,Alan Tsang, Matt Luckcuck
AI Mattersno. 3 (2023): 4-9
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