Why is AT less efficient?

[caprice]

I know its well known that automatics are less efficient, but why? Is it because of the torque converter (slipping), and pump (extra work), shift points? At a constant cruising speed with the TC lockup engaged, would a AT get the same mileage as a MT with the same gearing?