Robinson received the Amos Alonzo Stagg Award from the American Football Coaches Association (AFCA) in 1982 and the Amos Alonzo Stagg Coaching Award from the United States Sports Academy in 1985. Robinson was the 1992 winner of the Bobby Dodd Coach of the Year Award, which was established to honor the NCAA Division I football coach whose team excels on the field, in the classroom, and in the community; the award is named for Bobby Dodd, longtime head football coach of the Georgia Tech Yellow Jackets and was established in 1976 to honor the values that Dodd exemplified. Robinson was awarded the General Robert R. Neyland trophy by the Knoxville Quarterback club in 1999.