Miller was born in Charleston, West Virginia. In 1940 he received his bachelor's degree from the University of Alabama, where he majored in English and speech. In 1946, Miller received his Ph.D. in Psychology from Harvard University. During his life, he taught as a professor at Princeton, Harvard, and Rockefeller University. He died in Plainsboro, New Jersey at the age of 92.