Australia would set up a bank to support loans to Pacific island nations, under a plan unveiled by the Labor opposition party that seeks to maintain Canberra's influence as China expands its reach in the region.

Labor leader Bill Shorten, who is on track to win the next election, said the proposed new infrastructure investment bank would help to build roads, ports and water, communications and energy facilities.