The Duchy had been ruled between 1731 and 1736 by his elder brother Charles I , but exchanged with Austria for The Two Sicilies after the War of Polish Succession . The Duchy had been ruled between 1731 and 1736 by his elder brother Charles , but exchanged with Austria for The Two Sicilies after the War of Polish Succession .