Roberts entered Centre in 1918, and was the most prominent Kentucky native on the 9–0 1919 team and the 1921 team which upset Harvard. Roberts once saved Roscoe Brumfield, the Centre College mascot, after someone pushed him into the lake and he could not swim and went down the second time. Roberts played fullback and end for the Centre Colonels football team along with such teammates as Norris Armstrong, Bo McMillin, Red Weaver, Sully Montgomery, and Matty Bell. Roberts was chosen as end on Centre's all-time football team chosen in 1935. He was 6'2" and 235 pounds. Texans McMillin and Weaver happened to meet up with Roberts at Somerset High, and came to Centre due to boosters, meeting up with a slew of former Texas hands in coach Robert L. Myers and players Matty Bell, Sully Montgomery, Bill James, and Bob Mathias. The team posted a 7–1 record in 1917, ostensibly so good that Myers needed a better coach and hired Charley Moran.
1921
McMillin scored the one 32-yard touchdown of the Harvard game, but the interference was furnished by Roberts. After a scoreless half and early in the third quarter, Roberts told McMillin "it's time to score, ride my hump", and McMillin rushed for the lone touchdown of the game." He also scored the first touchdown in the 35 to 14 loss to Harvard the previous year. Roberts was selected by Walter Camp as a first teamAll-American at the end of the regular season and became the fifth first-team player designated by Camp, joining teammates "Bo" McMillin and Red Weaver, who were picked in prior years. Roberts received Camp's honorable mention in 1922. Roberts gave his blood to save his sister.
Roberts died at 1 p. m. on June 27, 1945 from burns suffered when a fire broke out on the third floor of the Cumberland Hotel in Middlesboro, Kentucky where he was the manager. Mrs. Anny Teapa Roberts, a native of Vienna, Austria, whom he married last April, also badly burned, said she had fallen asleep in the bedroom while her husband was talking with a guest in the living room of their suite. Roberts apparently fell asleep on the living room couch after his guest had left, she said, and neither she nor Roberts awakened until fire flashed out in the living room. Roberts wife said the flash seemed to come from an electrical fixture in the room. She said she ran into the room to bring Roberts out but he was badly burned by the time she reached him.