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Following the war, he commanded the British Commonwealth Occupation Force in the Occupation of Japan and the British Commonwealth Forces Korea in the Korean War. Robertson was a key figure in establishing the Australian Armoured Corps. Its headquarters in Darwin is named Robertson Barracks in his honour.