What happens if the driver at fault hits a car and the driver at fault has no insurance will the car that hits you have to pay for your car?

If you have comprehensive insurance, your policy will cover the damages (less a deductable). In this case, your insurance company will sue the At Fault driver. You can also sue the at fault driver for damages (if you do not have comprehensive).