  The existence and uniqueness of measure-valued solutions to stochastic
nonlinear, non-local Fokker-Planck equations is proven. This type of stochastic
PDE is shown to arise in the mean field limit of weakly interacting diffusions
with common noise. The uniqueness of solutions is obtained without any higher
moment assumption on the solution by means of a duality argument to a backward
stochastic PDE.
