Robert was an early pioneer of Girard's rich sports history. He was named "Top End" on the All-Steel Valley Conference team selected from a fifteen year period. Although considered rare in this area, Anderson had several offers from colleges, finally settling on the University of Cincinnati. After studying mechanical engineering for two years, he went on to play football and lettered in 1933.