基本信息
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Bio
Her team’s research focuses on modeling complex economic systems, efficient policy learning and mechanism design. Sumitra has led the development of a multi-agent simulation platform that uses reinforcement learning to learn agent behaviors in a scalable manner. The simulation platform developed by her team is being used across multiple use cases (market simulation, operational processes, consumer loan markets) for counterfactual analysis and strategy optimization.
Research Interests
Papers共 32 篇Author StatisticsCo-AuthorSimilar Experts
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ICML 2024 (2024)
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MATHEMATICAL FINANCEno. 2 (2024): 262-347
Deepeka Garg, Benjamin Patrick Evans,Leo Ardon, Annapoorani Lakshmi Narayanan,Jared Vann, Udari Madhushani, Makada Henry-Nickie,Sumitra Ganesh
CoRR (2024)
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Benjamin Patrick Evans,Sumitra Ganesh
SIAM JOURNAL ON MATHEMATICS OF DATA SCIENCEno. 1 (2024): 51-75
ICLR 2024 (2024)
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ICLR 2023 (2023)
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CoRR (2023)
PROCEEDINGS OF THE 4TH ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, ICAIF 2023 (2023): 673-680
arXiv (Cornell University)pp.2742-2744, (2023)
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