On 3 September 1939, two days after Hitler invaded Poland, Australia entered World War II. ON SUNDAY 3 SEPTEMBER 1939, Australians tuned in to their radios to hear Prime Minister Robert Menzies make a fateful announcement.Sep 2, 2011