Robertson replaces Stevie Crawford after his fellow former Scotland striker quit with the club third bottom of the Irn-Bru Second Division.
The job sees Robertson return to management three years after leaving his post at Derry City. Scott Crabbe, Robertson's former Hearts team-mate, remains at the club as coach but Jason Dair and David Westwood have left the backroom staff.
Source: PA
Source: PA