As others mentioned, with an infant they aren't counted as luggage or weighed (they do allow normally 2 items per infant but no baggage).

I loved Abu Dhabi airport. When you leave the plane there is a whole row of strollers you can use in the airport because yours is checked through, or waiting at a carousel!