After Alessandro Florenzi crossed the ball, the 28-year-old headed in their first goal.
And he added another with a diving header just before Rafael Leao finished well to score Milan’s third goal.
In the first leg of their Europa League knockout round play-off match, AC Milan defeated Rennes thanks to two goals from English midfielder Ruben Loftus-Cheek.