I've started wearing absolutely nothing, because I've heard it's more comfortable. So far it has been actually.
But I like wearing at least panties and a silk shirt that's really big and thin, so it's not in the way.
And, no, I have to agree with people here, I couldn't imagine sleeping with my bra on, that would just be super uncomfortable.