Sentence examples for mean field games from inspiring English sources

Mean field games were introduced by J-M.

Applications to nonlinear Fokker Planck Kolmogorov equations, optimal control and mean field games are given.

Other employed models include mean field games, potential games, and network routing games [61 70].

In this work a mean field game theory-based control architecture is proposed as a load control mechanism to limit the required flows of information and produce local-constraints conscious decentralized individual controls which aggregate to a desired mean behavior.

In this paper a mean field game theoretic based control architecture is proposed as a load control mechanism to limit the required flows of information, and produce local constraints conscious decentralized individual controls which aggregate to a desired mean behavior.

For this reason, the "seminar problem" appears to be an interesting toy model on which both intuition and technical approaches can be tested as a preliminary study toward more complex mean field game models.

This model contains the main ingredients of any mean field game but has the particular feature that all agents are coupled only through a simple random event (the seminar starting time) that they all contribute to form.

(4) In contrast to other mean-field games, the consistency condition is not directly analyzed via fixed-point analysis and contraction mapping.

The mean-field game in such backward-major and forward-minor setup is formulated to analyze the decentralized strategies.

To design low-complexity strategies for large-population system, one efficient method is mean-field game (MFG) which enables us to derive the decentralized strategies.

(3) To derive the decentralized strategies, the mean-field game is formulated in the backward-forward and the major-minor framework.