 He participated in the Battle of Martinique on 17 April 1780, under Sir Samuel Hood and the French Admiral comte de Guichen.Robinson led the division under Rear Admiral Drake, losing six men killed, and fourteen wounded.He distinguished himself at the Battle of the Chesapeake on 5 September 1781.