Unit wobbles and falls down when going up hills

I am using the Recast graph on a terrain with a few hills. My character was originally just walking straight thru the hills. Then I added a rigid body and he started walking up the hills. But he wobbles and goes in circles. What is the proper way to use terrain with Recast?