Born Matthew Thomas Robinson Jr., in Philadelphia, Pennsylvania to Matthew Robinson Sr. and Marie (nee Henson) Robinson on January 1, 1937.
Robinson attended West Philadelphia High School in Philadelphia, Pennsylvania before going on to Pennsylvania State University in University Park, Pennsylvania and graduating in 1958 with a degree from the College of the Liberal Arts and Sciences.