基本信息
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Bio
As a researcher, I am broadly interested in reinforcement learning, generative models, and dynamical systems. In particular I work on solving control problems in science with machine learning in regimes where the data-generating process is expensive. Much of my work is motivated by the problem of plasma control for nuclear fusion; the various difficulties we face there frequently inspire more general machine learning problems we can solve as computer scientists. My fusion research is conducted in collaboration with the Princeton Plasma Physics Laboratory.
Research Interests
Papers共 26 篇Author StatisticsCo-AuthorSimilar Experts
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Lucas Spangher,Allen Wang,Andrew Maris, Myles Stapelberg,Viraj Mehta, Alex Saperstein, Stephen Lane-Walsh, Akshata Moharir,Alessandro Pau,Cristina Rea
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Shyam Sundhar Ramesh,Yifan Hu, Iason Chaimalas,Viraj Mehta,Pier Giuseppe Sessa, Haitham Bou Ammar,Ilija Bogunovic
CoRR (2024)
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L4DCpp.1357-1372, (2023)
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Viraj Mehta,Vikramjeet Das, Ojash Neopane, Yijia Dai,Ilija Bogunovic,Jeff Schneider,Willie Neiswanger
CoRR (2023)
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CoRR (2023)
M. E. Fenstermacher, J. Abbate,S. Abe,T. Abrams,M. Adams,B. Adamson,N. Aiba, T. Akiyama,P. Aleynikov, E. Allen,S. Allen,H. Anand,
CoRR (2022)
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