Robert Blythe may refer to:

Robert Blythe (actor) (1947–2018), British actor Sandy Blythe (Robert Alexander "Sandy" Blythe, 1962–2005), Australian wheelchair basketball player Robert Blythe (mayor), American politician, mayor of Richmond, Kentucky

See also Robert Blyth (disambiguation) Bob Blyth (1869–1941), Scottish football manager