Pattinson may work with Summit Entertainment again in the film Memoirs, reports Variety.
The actor is currently in talks to star in the story of two young lovers who must battle through family tragedies, which threaten their relationship.
Allen Courter (Hollywoodland) is also negotiating to direct the project.
Jenny Lumet, who wrote Rachel Getting Married, will pen the screenplay based on the original writings of Will Fetters.
Robert Pattinson is currently filming The Twilight Saga’s New Moon, which is expected to hit theatres on November 20.