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A machine learning framework for solving high-dimensional mean field game and mean field control problems

Mean field games (MFG) and mean field control (MFC) are critical classes of multiagent models for the efficient analysis of massive populations of interacting agents. Their areas of application span topics in economics, finance, game theory, industrial engineering, crowd motion, and more. In this pa...

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Détails bibliographiques
Publié dans:Proc Natl Acad Sci U S A
Auteurs principaux: Ruthotto, Lars, Osher, Stanley J., Li, Wuchen, Nurbekyan, Levon, Fung, Samy Wu
Format: Artigo
Langue:Inglês
Publié: National Academy of Sciences 2020
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7197015/
https://ncbi.nlm.nih.gov/pubmed/32273389
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1922204117
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