When Warner Bros announced that Robert Pattinson will be playing the new Batman in the Matt Reeves directorial, Twilight fans expressed their interest in seeing her ex-girlfriend Kristen Stewart play the Catwoman. The two stars haven't worked since the culmination of the Twilight series.