The couple was photographed walking with their arms around one another as they entered the hotel without any of their six children. Jolie and Pitt are parents to Maddox, 12, Pax, 10, Zahara, 9, Shiloh, 7 and twins Vivienne and Knox, 5.
Us Weekly reports the getaway comes after Jolie and Pitt spent several months apart as Pitt had been away for most of the winter filming his upcoming World War II drama, Fury, in London while Jolie worked on Unbroken in Australia.
During their time apart the couple reunited a few times taking a short vacation in Australia and walking the Oscars red carpet together.
Jolie will next star in the blockbuster adaptation of Disney's Sleeping Beauty tale, Maleficent, in theaters on May 2014.
Swim Week Miami Beach 2014 [PHOTOS]