Richardson served as Commander of the Combined Arms Center and Commandant of the Command and General Staff College at Fort Leavenworth from 1979 to 1981. He was the Deputy Chief of Staff for Operations and Plans from 1981 to 1983, and in 1983, he became Commander of the U.S. Army Training and Doctrine Command, retiring from this position in 1986.