They will eat it, but it isn't something you want to feed them a lot of.

It comes up very easy, so you might try just scattering it out along a trail or in a clearing. Deer like the young plants. You don't even really have to till it in. You can just scatter it out across the ground, and take a yard rake and rake over it just enough to scratch the dirt.