American, Boston, and Loyola do not play football. On the other hand, Army participates as an independent in the NCAA Football Bowl Subdivision (formerly Division I-A) and Navy participates in the American Athletic Conference for football only. Thus, Fordham and Georgetown replace them in the Patriot League for football only.
Link: Patriot League