Random features for high-dimensional nonlocal mean-field games
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Publication:2137934
DOI10.1016/j.jcp.2022.111136OpenAlexW4220722168MaRDI QIDQ2137934
Levon Nurbekyan, Samy Wu Fung, Sudhanshu Agrawal, Won Jun Lee
Publication date: 11 May 2022
Published in: Journal of Computational Physics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2202.12529
Game theory (91Axx) Numerical methods for partial differential equations, initial value and time-dependent initial-boundary value problems (65Mxx) Partial differential equations of mathematical physics and other areas of application (35Qxx)
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A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem ⋮ High order computation of optimal transport, mean field planning, and potential mean field games
Uses Software
Cites Work
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- A semi-Lagrangian scheme for a degenerate second order mean field game system
- Mean field games. I: The stationary case
- Mean field games. II: Finite horizon and optimal control
- Mean field games
- Mean field game of controls and an application to trade crowding
- One-dimensional, non-local, first-order stationary mean-field games with congestion: a Fourier approach
- An integral control formulation of mean field game based large scale coordination of loads in smart grids
- A first-order primal-dual algorithm for convex problems with applications to imaging
- A semi-discrete approximation for a first order mean field game problem
- Introduction to variational methods for viscous ergodic mean-field games with local coupling
- Splitting methods for a class of non-potential mean field games
- A simple multiscale method for mean field games
- Numerical methods for mean field games based on Gaussian processes and Fourier features
- A mean-field game approach to price formation
- Fourier approximation methods for first-order nonlocal mean-field games
- A mean-field optimal control formulation of deep learning
- Finite mean field games: fictitious play and convergence to a first order continuous mean field game
- Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle
- Long time average of first order mean field games and weak KAM theory
- Regularity Theory for Mean-Field Game Systems
- Partial differential equation models in macroeconomics
- Julia: A Fresh Approach to Numerical Computing
- Learning in mean field games: The fictitious play
- Mean Field Games and Applications
- On the Discretization of Some Nonlinear Fokker--Planck--Kolmogorov Equations and Applications
- Game theoretic modelling of infectious disease dynamics and intervention methods: a review
- Discrete approximations to optimal trajectories using direct transcription and nonlinear programming
- The Master Equation and the Convergence Problem in Mean Field Games
- Adaptive Deep Learning for High-Dimensional Hamilton--Jacobi--Bellman Equations
- A Model for Optimal Human Navigation with Stochastic Effects
- Mean Field Games
- Controlling Propagation of Epidemics via Mean-Field Control
- Computational Methods for First-Order Nonlocal Mean Field Games with Applications
- Large-Population Cost-Coupled LQG Problems With Nonuniform Agents: Individual-Mass Behavior and Decentralized $\varepsilon$-Nash Equilibria
- Mean Field Games and Mean Field Type Control Theory
- Probabilistic Theory of Mean Field Games with Applications I
- Probabilistic Theory of Mean Field Games with Applications II
- A Fully Discrete Semi-Lagrangian Scheme for a First Order Mean Field Game Problem
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