Résumé en anglais

We consider a model of mean field games system defined on a time interval [[0,T]] and investigate its asymptotic behavior as the horizon [T] tends to infinity. We show that the system, rescaled in a suitable way, converges to a stationary ergodic mean field game. The convergence holds with exponential rate and relies on energy estimates and the Hamiltonian structure of the system.