Shakur Rasheed burst onto the scene with a 5-0 record, title at 197 lbs., and Most Outstanding Wrestler honor.
The Terrapins completed a second-half comeback behind a composed performance led by Anthony Cowans Jr.
Jeff Cook will take over the head coaching position left vacant by Bob Warming, who retired in November after eight seasons in charge of the Nittany Lions.