https://news.ycombinator.com/item?id=16477295
I believe some manufacturers will take entire responsibility while in some cases it's the person that "starts" the self-driving vehicle. Legislation seems to be on a state-by-state basis at the moment.
https://en.wikipedia.org/wiki/Autonomous_car_liability