Robert James Carlson (born 1944), American clergyman of the Roman Catholic Church
Robert Carlson (sailor) (1905–1965), American sailor who competed in the 1932 Summer Olympics
Robert S. Carlson, head college football coach for the University of Wichita, 1951–1952
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