Erdman was born on June 1, 1925 in Enid, Oklahoma. He was married to Leza Holland from 1948 until they divorced in 1950. He married Sharon Randall in 1953. They had one daughter, Erica who died in 2010. Erdman died on March 16, 2019 in Los Angeles from dementia-related complications at the age of 93.