There's nothing to solve. The physics behaviour doesn't play well with anything else that sets position/rotation, including all movement behaviours.
It's possible to get something passable with a lot of tweaking, but the results will very often be unpredictable. Ideally you should stick to either all physics (using forces, torque and impulses for movement), or no physics for each object in question and the objects with which they interact.