State College Police said the incident occurred around 1:17 a.m. on November 2.
Hardy was drafted by the Buffalo Bills in the seventh round a year ago.
Penn State gave up 480 total yards of offense against the Buckeyes.
Penn State blew another golden opportunity to swing the game in its favor against Ohio State.
Despite holding tough in the first half, the Nittany Lions couldn't squeeze out a surprise against the Buckeyes.
Can the Nittany Lions shock the world and break their eight-game losing streak against the Buckeyes?