Living with one's parents after age 18 isn't quite so normal in the U.S., but it's certainly not frowned upon as a cost-saver and a comfort thing. I certainly wouldn't judge someone negatively for it.
Completely normal to live with parents during university to save on costs, at least in Canada anyway.

