The Nittany Lions were seeded No. 6 and is projected to face No. 11-seeded Georgia.
Saquon Barkley went over the 1,000-yard mark with the Philadelphia Eagles.
The Nittany Lions have gained 12 turnovers and lost nine this season.
The Nittany Lions went to the backups for much of the second half.
The money line is set at -440 for the Nittany Lions.
Warren is the latest of a lengthy string of successful tight ends at Penn State, and he likely isn't the last.