Robert Gleason may refer to:

Robert Gleason (politician) (fl. 1950s–2020s), American businessman who chaired the Pennsylvania Republican Party Robert Gleason (murderer) (1970–2013), American serial killer

See also Robert Gleeson (1873–1919), South African cricketer Roberto Albores Gleason (born 1979), Mexican politician