Abstract
For a networked controlled system, we illustrate the paradigm of robust mean-field games. This is a modeling framework at the interface of differential game theory, mathematical physics, and H∞- optimal control that tries to capture the mutual influence between a crowd and its individuals. First, we establish a mean-field system for such games including the effects of adversarial disturbances. Second, we identify the optimal response of the individuals for a given population behavior. Third, we provide an analysis of equilibria and their stability.
Original language | English (US) |
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Article number | 7300401 |
Pages (from-to) | 2312-2317 |
Number of pages | 6 |
Journal | IEEE Transactions on Automatic Control |
Volume | 61 |
Issue number | 8 |
DOIs | |
State | Published - Aug 2016 |
Keywords
- Closed loop systems
- control design
- control engineering
ASJC Scopus subject areas
- Control and Systems Engineering
- Computer Science Applications
- Electrical and Electronic Engineering