Corbet joined the British Army c.1745. In 1748 he was an Ensign in the 7th Regiment of Foot and by the start of the Seven Years' War he had been promoted to Captain, sailing with his regiment from Ireland to help relieve the Siege of Fort St Philip (1756) in Menorca. The relief failed and his regiment moved to Gibraltar where he served until ill health forced his return to England.