The Nittany Lions most recently played the Minutemen in a 63-0 win last season.
A time and location for the event have yet to be announced.
Barkley ran the ball 24 times for 109 yards during the win.
The drop comes after defeating Princeton and drawing Georgetown.
After Monday's loss, the Nittany Lions are refocusing their efforts before battling Michigan on Friday.
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