Robert Olson or Olsen may refer to:
- Robert A. Olson (1917–1987), American soil scientist and educator
- Robert E. Olson (1919–2011), American nutrition scientist and physician
- Robert W. Olson (1920–2013), Seventh-day Adventist theologian
- Robert S. Olson (born 1969), Republican member of the Kansas Senate
- Lute Olson (Robert Luther Olson, born 1934), American basketball coach
See also
- Bob Olson (born 1948), American gridiron football player
- Robert Olsson (1883–1954), Swedish hammer thrower
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