Jolie, 39 and Pitt, 50, will move out to Europe to film a love story, reported Hollywood Life.
The couple is heading off to Malta, an island in the Mediterranean Sea, for the film. The family will arrive in late August and they will be filming in Mgarr ix-Xini Bay in Gozo, a source said.
"It's the kind of movie we love but aren't often cast in. It's a very experimental, independent-type film where we get to be actors together and be really raw, open, try things," Jolie had told Extra about the movie.