The official Hyrule Warriors Japanese Twitter account has confirmed that Hyrule Warriors will not support online co-op. The game will be restricted to just local co-op play. One player will be on the Gamepad while the other using a controller with a display.

UPDATE: According to Joystiq, it seems that Hyrule Warriors may have some form of online play just not campaign co-op.

via Gamespot