An overview of recent progress in the study of distributed multi-agent coordination

Y Cao, W Yu, W Ren, G Chen - IEEE Transactions on Industrial …, 2012 - ieeexplore.ieee.org
This paper reviews some main results and progress in distributed multi-agent coordination,
focusing on papers published in major control systems and robotics journals since 2006 …

Operational Research: methods and applications

F Petropoulos, G Laporte, E Aktas… - Journal of the …, 2024 - Taylor & Francis
Abstract Throughout its history, Operational Research has evolved to include methods,
models and algorithms that have been applied to a wide range of contexts. This …

Cooperative and competitive multi-agent systems: From optimization to games

J Wang, Y Hong, J Wang, J Xu, Y Tang… - IEEE/CAA Journal of …, 2022 - ieeexplore.ieee.org
Multi-agent systems can solve scientific issues related to complex systems that are difficult or
impossible for a single agent to solve through mutual collaboration and cooperation …

[LIBRO][B] The master equation and the convergence problem in mean field games

P Cardaliaguet, F Delarue, JM Lasry, PL Lions - 2019 - books.google.com
This book describes the latest advances in the theory of mean field games, which are
optimal control problems with a continuum of players, each of them interacting with the …

Algorithms for solving high dimensional PDEs: from nonlinear Monte Carlo to machine learning

E Weinan, J Han, A Jentzen - Nonlinearity, 2021 - iopscience.iop.org
In recent years, tremendous progress has been made on numerical algorithms for solving
partial differential equations (PDEs) in a very high dimension, using ideas from either …

A machine learning framework for solving high-dimensional mean field game and mean field control problems

L Ruthotto, SJ Osher, W Li, L Nurbekyan… - Proceedings of the …, 2020 - pnas.org
Mean field games (MFG) and mean field control (MFC) are critical classes of multiagent
models for the efficient analysis of massive populations of interacting agents. Their areas of …

[LIBRO][B] Probabilistic theory of mean field games with applications I-II

R Carmona, F Delarue - 2018 - Springer
The lion's share of this chapter is devoted to the construction of equilibria for mean field
games with a common noise. We develop a general two-step strategy for the search of weak …

[LIBRO][B] Fokker–Planck–Kolmogorov Equations

VI Bogachev, NV Krylov, M Röckner, SV Shaposhnikov - 2022 - books.google.com
This book gives an exposition of the principal concepts and results related to second order
elliptic and parabolic equations for measures, the main examples of which are Fokker …

[LIBRO][B] Mean field games and mean field type control theory

A Bensoussan, J Frehse, P Yam - 2013 - Springer
Mean field theory has raised a lot of interest in recent years, since the independent
introduction by Lasry–Lions and Huang–Caines–Malhamé, see, in particular, Lasry–Lions …

Distributed algorithms for aggregative games on graphs

J Koshal, A Nedić, UV Shanbhag - Operations Research, 2016 - pubsonline.informs.org
We consider a class of Nash games, termed as aggregative games, being played over a
networked system. In an aggregative game, a player's objective is a function of the …