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Bio
Research Interests
My primary research interest lie in understanding optimal decision making in multi-stage dynamic systems under uncertainty. I am particularly interested in systems that have multiple decision makers that need to cooperate to achieve a common goals. I work on the following research areas.
Decentralized stochastic control and Markov decision theory. Overview talk: (slides) (video).
Reinforcement learning for partially observed systems. Interesting recent result: (paper) (slides) (video).
Reinforcement learning for mean-field coupled systems. Interesting recent result: (paper)
Resource allocation including multi-armed bandits and sensor scheduling. Interesting recent result: (paper)
Remote estimation and real-time communication. Interesting recent result: (paper) (slides).
Multi-user information theory. Interesting recent result: (paper) (slides)
My primary research interest lie in understanding optimal decision making in multi-stage dynamic systems under uncertainty. I am particularly interested in systems that have multiple decision makers that need to cooperate to achieve a common goals. I work on the following research areas.
Decentralized stochastic control and Markov decision theory. Overview talk: (slides) (video).
Reinforcement learning for partially observed systems. Interesting recent result: (paper) (slides) (video).
Reinforcement learning for mean-field coupled systems. Interesting recent result: (paper)
Resource allocation including multi-armed bandits and sensor scheduling. Interesting recent result: (paper)
Remote estimation and real-time communication. Interesting recent result: (paper) (slides).
Multi-user information theory. Interesting recent result: (paper) (slides)
Research Interests
Papers共 126 篇Author StatisticsCo-AuthorSimilar Experts
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PERFORMANCE EVALUATION (2024)
arxiv(2024)
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Tianwei Ni,Benjamin Eysenbach, Erfan Seyedsalehi,Michel Ma,Clement Gehring,Aditya Mahajan,Pierre-Luc Bacon
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IEEE Trans. Autom. Control.no. 6 (2024): 3952-3959
CDC (2024): 7817-7823
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDCpp.7810-7816, (2023)
Advances in Applied Probabilitypp.1-2, (2023)
CoRR (2023)
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