Kilowog is the head trainer for the Green Lantern Corps in the comic book-based fantasy film.
According to Latino Review, the star is discussing the role with producers.
He will also join the cast of the Bones spinoff series as Sherman's partner Leo.
Duncan's previous film work has included The Green Mile.
It was also announced this week that British actor Mark Strong will be joining the cast of Green Lantern as a villain.