On numerical approximations of fractional and nonlocal mean field games
DOI10.1007/s10208-022-09572-wzbMath1527.35428arXiv2105.00073OpenAlexW3157898245WikidataQ114228256 ScholiaQ114228256MaRDI QIDQ6047304
Espen R. Jakobsen, Olav Ersland, Indranil Chowdhury
Publication date: 7 September 2023
Published in: Foundations of Computational Mathematics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2105.00073
convergencecompactnessHamilton-Jacobi-Bellman equationsFokker-Planck equationsanomalous diffusionsemi-Lagrangian schemenonlocal operatorsmean field gamesjump diffusionfractional PDEsduality methodsdegenerate PDEsnonlocal PDEs
Control/observation systems governed by partial differential equations (93C20) Feedback control (93B52) Integro-partial differential equations (45K05) Brownian motion (60J65) Fractional derivatives and integrals (26A33) Stability and convergence of numerical methods for initial value and initial-boundary value problems involving PDEs (65M12) Viscosity solutions to Hamilton-Jacobi equations in optimal control and differential games (49L25) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55) Integro-differential operators (47G20) Hamilton-Jacobi equations (35F21) Nonlinear initial, boundary and initial-boundary value problems for nonlinear parabolic equations (35K61) Fractional partial differential equations (35R11) Fokker-Planck equations (35Q84) Numerical solution of discretized equations for initial value and initial-boundary value problems involving PDEs (65M22) PDEs with measure (35R06) Mean field games (aspects of game theory) (91A16) PDEs in connection with mean field game theory (35Q89) Hamilton-Jacobi equations in optimal control and differential games (49L12)
Related Items
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A semi-Lagrangian scheme for a degenerate second order mean field game system
- Second order mean field games with degenerate diffusion and local coupling
- On fractional and nonlocal parabolic mean field games in the whole space
- Error estimates for approximate solutions to Bellman equations associated with controlled jump-diffusions
- Mean field games
- On a discrete approximation of the Hamilton-Jacobi equation of dynamic programming
- On stationary fractional mean field games
- Continuous dependence estimates for viscosity solutions of integro-PDEs
- Iterative strategies for solving linearized discrete mean field games systems
- Long time average of mean field games
- New numerical methods for mean field games with quadratic costs
- Convergence analysis of machine learning algorithms for the numerical solution of mean field control and games. II: The finite horizon case
- Mean field games and applications: numerical aspects
- Weak solutions to Fokker-Planck equations and mean field games
- On numerical approximation of the Hamilton-Jacobi-transport system arising in high frequency approximations
- Large population stochastic dynamic games: closed-loop McKean-Vlasov systems and the Nash certainty equivalence principle
- Approximations of small jumps of Lévy processes with a view towards simulation
- Regularity Theory for Mean-Field Game Systems
- Semi-Lagrangian schemes for linear and fully non-linear diffusion equations
- Probabilistic Analysis of Mean-Field Games
- Mean Field Games: Convergence of a Finite Difference Method
- Long Time Average of Mean Field Games with a Nonlocal Coupling
- Mean Field Games: Numerical Methods for the Planning Problem
- Mean Field Games with a Quadratic Hamiltonian: A Constructive Scheme
- Mean Field Games and Applications
- MEAN FIELD GAMES EQUATIONS WITH QUADRATIC HAMILTONIAN: A SPECIFIC APPROACH
- On the Discretization of Some Nonlinear Fokker--Planck--Kolmogorov Equations and Applications
- Weak Solutions for First Order Mean Field Games with Local Coupling
- A Finite Element Like Scheme for Integro-Partial Differential Hamilton–Jacobi–Bellman Equations
- Lévy Processes and Stochastic Calculus
- The Master Equation and the Convergence Problem in Mean Field Games
- On the Existence and Uniqueness of Solutions to Time-Dependent Fractional MFG
- An approximation scheme for the optimal control of diffusion processes
- Financial Modelling with Jump Processes
- On the Solvability of Some Ergodic Control Problems in $\mathbb{R}^d$
- Numerical Methods for the Fractional Laplacian: A Finite Difference-Quadrature Approach
- Mean field games systems of first order
- Semi-Lagrangian Approximation Schemes for Linear and Hamilton—Jacobi Equations
- Mean Field Games and Mean Field Type Control Theory
- Probabilistic Theory of Mean Field Games with Applications I
- Mean Field Games: Numerical Methods
- A Fully Discrete Semi-Lagrangian Scheme for a First Order Mean Field Game Problem
- Convergence of a Finite Difference Scheme to Weak Solutions of the System of Partial Differential Equations Arising in Mean Field Games
- Optimal Transport
- Optimal control and viscosity solutions of Hamilton-Jacobi-Bellman equations
- The random walk's guide to anomalous diffusion: A fractional dynamics approach