We generalize the momentum average (MA) approximation to study the properties of single polarons in models with boson affected hopping, where the fermion-boson scattering depends explicitly on both the fermion's and the boson's momentum. As a specific example, we investigate the Edwards fermion-boson model in both one-and two-dimensions. In one dimension, this allows us to compare our results with Exact Diagonalization results, to validate the accuracy of our approximation. The generalization to two-dimensional lattices allows us to calculate the polaron's quasiparticle weight and dispersion throughout the Brillouin zone, and to demonstrate the importance of Trugman loops in generating a finite effective mass even when the free fermion has an infinite mass.