  Here, we consider a regularized mean-field game model that features a
low-order regularization. We prove the existence of solutions with positive
density. To do so, we combine a priori estimates with the continuation method.
In contrast with high-order regularizations, the low-order regularizations are
easier to implement numerically. Moreover, our methods give a theoretical
foundation for this approach.
