Butler was born in Granite City, Illinois, to Robert Olen Butler Sr., an actor and theater professor who became the chairman of the theater department of Saint Louis University, and his wife, the former Lucille Frances Hall, an executive secretary [REF].
Butler attended Northwestern University as a theater major (BS, 1967) and switched to playwriting at the University of Iowa (MA, 1969).