Well, it's very hard to translate such driver's behaviour as usually people involved in accident try to act differently as it's a way to avoid jail time.
However, the closest I can think is "hit and run" or you can say hit and keep running as person plan to do it constantly.


denoting or relating to a motor accident in which the vehicle involved does not stop.

Not literal, obviously.