While Tucci's role in the movie is yet to be revealed, the movie's cast also includes Jason Statham, Nick Escalante, Sofia Vergara, Milo Ventimiglia and Anne Heche, reports femalefirst.co.uk.
2013 is set to be a busy year for the actor, who was last seen in "Jack The Giant Slayer".
He will be back on the big screen in Thor Freudenthal's "Percy Jackson: Sea of Monsters". In Francis Lawrence's "The Hunger Games: Catching Fire", he will reprise the role of Caesar Flickerman.
He has also finished work on "Some Velvet Morning", and is currently working on "The Fifth Estate" with Benedict Cumberbatch and Anthony Mackie.
"Heat" will be released next year.