Edwards, in particular, is reported to have been significantly drunk and will face disciplinary action by the club.
The players were attending a concert at Scotchmans Hill winery at Drysdale, near Geelong.
Another Kangaroo, Matt Campbell, was charged with resisting arrest and being drunk in public in an unrelated incident.
