Bathrobes are definitely off limits. You might as well take the clock radio, the TV, or the mattress.
In a few of the "nicer" hotels I've stayed at in the U.S. that provide nice plush bathrobes, there is a note saying that if you wished to purchase the bathrobe, you could do so at $ x.