According to this page on the QF website, under benefits for Platinum (my underline):
Lounge Access
Enjoy access for you and one guest to Emirates Lounges throughout Australia, Europe, Asia, North Africa and the Middle East, whenever you fly with Qantas or Emirates. In Dubai, you and a guest...