Rolf Olsen may refer to:
Rolf Olsen (actor) (1919–1998), German actor, screenwriter and film director Rolf Olsen (canoeist) (born 1938), Norwegian sprint canoeist Rolf Olsen (Norwegian politician) (1818–1864), Norwegian politician and playwright Rolf Olsen (American politician), American politician
See also Rolf Olsson (1949–2007), politician