I believe that is a well established point of law. The control of a given state's deer population is that of its DNR or some such department.
If the deer population is collectively owned than they were within their rights to hunt their own deer. Unfortunately, for all intents and purposes, deer are actually owned by the government, and that is plain wrong. Much worse than the supposed crime of killing a deer for food.