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- W2065407652 abstract "We consider a population of dynamic agents, also referred to as players. The state of each player evolves according to a linear stochastic differential equation driven by a Brownian motion and under the influence of a control and an adversarial disturbance. Every player minimizes a cost functional which involves quadratic terms on state and control plus a cross-coupling mean-field term measuring the congestion resulting from the collective behavior, which motivates the term “crowd-averse”. For this game we first illustrate the paradigm of robust mean-field games. Second, we provide a new approximate solution approach based on the extension of the state space and prove the existence of equilibria and their stability properties." @default.
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- W2065407652 date "2014-06-01" @default.
- W2065407652 modified "2023-09-23" @default.
- W2065407652 title "Approximate solutions for crowd-averse robust mean-field games" @default.
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- W2065407652 doi "https://doi.org/10.1109/ecc.2014.6862413" @default.
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