Seuraa
Levon Nurbekyan
Levon Nurbekyan
UCLA Department of Mathematics
Vahvistettu sähköpostiosoite verkkotunnuksessa math.ucla.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
How to train your neural ODE: the world of Jacobian and kinetic regularization
C Finlay, JH Jacobsen, L Nurbekyan, A Oberman
International conference on machine learning, 3154-3164, 2020
112*2020
A machine learning framework for solving high-dimensional mean field game and mean field control problems
L Ruthotto, SJ Osher, W Li, L Nurbekyan, SW Fung
Proceedings of the National Academy of Sciences 117 (17), 9183-9193, 2020
872020
Economic models and mean-field games theory
DA Gomes, L Nurbekyan, EA Pimentel
Publicaoes Matematicas, IMPA, Rio, Brazil, 2015
782015
One-dimensional stationary mean-field games with local coupling
DA Gomes, L Nurbekyan, M Prazeres
Dynamic Games and Applications 8 (2), 315-351, 2018
44*2018
APAC-Net: Alternating the population and agent control via two neural networks to solve high-dimensional stochastic mean field games
AT Lin, SW Fung, W Li, L Nurbekyan, SJ Osher
arXiv preprint arXiv:2002.10113, 2020
39*2020
Explicit solutions of one-dimensional, first-order, stationary mean-field games with congestion
DA Gomes, L Nurbekyan, M Prazeres
2016 IEEE 55th Conference on Decision and Control (CDC), 4534-4539, 2016
232016
First-order, stationary mean-field games with congestion
D Evangelista, R Ferreira, DA Gomes, L Nurbekyan, V Voskanyan
Nonlinear Analysis 173, 37-74, 2018
182018
A mean-field game economic growth model
D Gomes, L Lafleche, L Nurbekyan
2016 American Control Conference (ACC), 4693-4698, 2016
162016
The variational structure and time-periodic solutions for mean-field games systems
M Cirant, L Nurbekyan
arXiv preprint arXiv:1804.08943, 2018
152018
One-dimensional, non-local, first-order, stationary mean-field games with congestion: a Fourier approach
L Nurbekyan
arXiv preprint arXiv:1703.03954, 2017
152017
Fourier approximation methods for first-order nonlocal mean-field games
L Nurbekyan
Portugaliae Mathematica 75 (3), 367-396, 2019
132019
One-dimensional forward–forward mean-field games
DA Gomes, L Nurbekyan, M Sedjro
Applied Mathematics & Optimization 74 (3), 619-642, 2016
132016
Computational Methods for First-Order Nonlocal Mean Field Games with Applications
S Liu, M Jacobs, W Li, L Nurbekyan, SJ Osher
SIAM Journal on Numerical Analysis 59 (5), 2639-2668, 2021
11*2021
Radially symmetric mean-field games with congestion
D Evangelista, DA Gomes, L Nurbekyan
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 3158-3163, 2017
112017
On the stability of the polygonal isoperimetric inequality
E Indrei, L Nurbekyan
Advances in Mathematics 276, 62-86, 2015
102015
On the minimizers of calculus of variations problems in Hilbert spaces
D Gomes, L Nurbekyan
Calculus of Variations and Partial Differential Equations 52 (1), 65-93, 2015
102015
Splitting methods for a class of non-potential mean field games
S Liu, L Nurbekyan
arXiv preprint arXiv:2007.00099, 2020
92020
A neural network approach for high-dimensional optimal control
D Onken, L Nurbekyan, X Li, SW Fung, S Osher, L Ruthotto
arXiv preprint arXiv:2104.03270, 2021
72021
A neural network approach applied to multi-agent optimal control
D Onken, L Nurbekyan, X Li, SW Fung, S Osher, L Ruthotto
2021 European Control Conference (ECC), 1036-1041, 2021
62021
Existence of positive solutions for an approximation of stationary mean-field games
N Almayouf, E Bachini, A Chapouto, R Ferreira, D Gomes, D Jordão, ...
Involve, a Journal of Mathematics 10 (3), 473-493, 2016
62016
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Artikkelit 1–20