Robert Palmer graduated from the U.S. Military Academy at West Point, Class of 1937. He retired in 1967 as a U.S. Army Colonel. His son, Robert Cecil Palmer, a 1963 graduate of the U.S. Military Academy earned the Silver Star in the Vietnam War.