I don’t drive at all when it snows as a human. Our whole city basically shuts down then, and we are pretty far north as far as cities go.
Even in places that expect snow, cars are moving much more slowly and cautiously than normal. It almost seems like self driving cars would do much better in those situations given the speeds and caution involved.