As the teacher, you can edit a number of different game mechanics in Classcraft.
The default for collaborative powers is set at 5 XP per AP spent. You can change this value in your class settings. Under Advanced, click "Game Rules." There you can edit the "amount of XP gained per AP spent using a collaborative power."