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We present a Mean Field Game approach to obtain the rate function for theempirical measure of interacting particles under McKean-Vlasov dynamics.Although the result is well known, our approach relies on PDE methods andprovides another example of the well known connection between Mean Field Gamesand Large Deviations.

A Mean Field Game approach to Large Deviations for empirical measures under common noise