  In this expository article, we give an overview of the concept of potential
mean field games of first order. We give a new proof that minimizers of the
potential are equilibria by using a Lagrangian formulation. We also provide
criteria to determine whether or not a game has a potential. Finally, we
discuss in some depth the selection problem in mean field games, which consists
in choosing one out of multiple Nash equilibria.
