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