Robert Harris Stout (November 9, 1925 – July 15, 1981) was an American gymnast.

He was a member of the United States men's national artistic gymnastics team and competed in eight events at the 1952 Summer Olympics.

[1] Representing Northeast High School, Stout was Philadelphia Public League champion in 1942 and 1943.

As a member of the Philadelphia Turners, Stout missed out on qualification to the 1948 Summer Olympics but qualified for the 1952 games with a first-place finish at a national gymnastics championship.

This biographical article related to a United States artistic gymnast is a stub.