Rickles was born in Queens, New York on May 8, 1926 to Max Rickles, who immigrated to the United States in 1902, and to Etta (née Feldman), who was from New York City. Rickles' parents were of Jewish ancestry. Rickles was educated at American Academy of Dramatic Arts.