Robert Mattson may refer to:
Robert Mattson (businessman) (1851–1935), Finnish shipowner and businessman Robert W. Mattson Jr. (born 1948), American lawyer and politician in Minnesota Robert W. Mattson Sr. (1924–1982), American army veteran, lawyer, and politician in Minnesota
See also Robert Matson (1796–1859), Kentucky plantation owner