Robert Burton (fl. 1380–1397) of Grimsby, Lincolnshire, was an English politician. He was a Member (MP) of the Parliament of England for Great Grimsby in January 1380, 1385, February 1388, 1393, 1394, 1395 and January 1397. He was Mayor of Grimsby in 1392–3.