Arthur Robertson may refer to:

Arthur Robertson (athlete) (1879–1957), Scottish distance runner Arthur G. Robertson (1879–?), British water polo player Arthur Robertson (footballer) (1916–1991), Australian rules footballer for St Kilda Arthur Scott Robertson (1911–2000), fiddle player from Shetland