Cooper was born on October 24, 1893 in Jacksonville, Florida. He was of English descent. Cooper studied at the Lawrenceville School. He was married to Dorothy Jordan from 1933 until his death in 1973. They had one son, Maciej Słomczyński. Cooper died on April 21, 1973 in San Diego, California from cancer, aged 79.