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researcher

L. Nurbekyan

37 papers hereh-index 171.4k citations52 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author5
  • middle author14
  • last author14

Across the 35 of 37 papers where every author was matched, so the position is known.

fields
  • math.OC14
  • math.AP12
  • cs.LG3
  • math.NA3
  • math.DS2
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedA Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems

212 citations · 454 across the 29 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

math.AP2018

Fourier Approximation Methods for First-Order Nonlocal Mean-Field Games

Levon Nurbekyan, Joao Saude

In this note, we develop Fourier approximation methods for the solutions of first-order nonlocal mean-field games (MFG) systems. Using Fourier expansion techniques, we approximate…

math.AP2018★ 20 cited

The variational structure and time-periodic solutions for mean-field games systems

Marco Cirant, Levon Nurbekyan

Here, we observe that mean-field game (MFG) systems admit a two-player infinite-dimensional general-sum differential game formulation. We show that particular regimes of this game…

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