Paying extra[0] helps build and maintain the expensive roads - had I mentioned roads are very expensive?
Why should autonomous vehicle be rewarded? To be very clear, I think they ought to be 'punished' due to the risks they present to others (read the fine article).
0. We also reward high-occupancy for reducing traffic, and no-/low-emission vehicles for reducing pollution, both results have clear public benefits.