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Levon Nurbekyan

Levon Nurbekyan

University of California Los Angeles - Los Angeles / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1770124
University of California
person_outline Levon Nurbekyan's MOST POPULAR ARTICLES
1-) How to train your neural ode: the world of jacobian and kinetic regularization International conference on machine learning, 3154-3164, 2020
2-) A machine learning framework for solving high-dimensional mean field game and mean field control problems Proceedings of the National Academy of Sciences 117 (17), 9183-9193, 2020
3-) Alternating the population and control neural networks to solve high-dimensional stochastic mean-field games Proceedings of the National Academy of Sciences 118 (31), e2024713118, 2021
4-) A neural network approach for high-dimensional optimal control applied to multiagent path finding IEEE Transactions on Control Systems Technology 31 (1), 235-251, 2022
5-) A neural network approach for high-dimensional optimal control applied to multiagent path findingD Onken, L Nurbekyan, X Li, SW Fung, S Osher, L RuthottoIEEE Transactions on Control Systems Technology 31 (1), 235-251, 2022642022