You can, but you normally don't need to. The only time I ever bathed a bunny was when she had a very dirty and smelly bum. She (a foster bunny) seemed to like the warm water and even drank it. But with wet fur they can get quite cold, so you have to dry them properly. I would not bathe a rabbit unless it was absolutely necessary.