How do bats migrate? in the winter

They migrate south in the winter

In the northern two-thirds of the U. S. and Canada, most bats migrate south in the Winter. Very few species can survive northern subfreezing temperatures. Bats that inhabit bat houses generally move to an isolated cave or abandoned mine, while tree-roosting bats travel south just like birds.