No, look at the whole system. Instead of four people with four cars (or even two cars and a couple bikes), you can have one autonomous shared cab driving an optimized route.
This assumes that everyone is sharing cars. What if they don't? Then you simply have what we have now plus the addition of people who otherwise wouldn't be able to drive (people without licenses, 13 year olds, 80 year olds etc).