We simply know (based on second hand witness info and US Marshall info, he did not turn off his car and surrender.
It is my perspective that what transpired after that is a result of his decision.
LEO's have the same rule as we do. You cannot use deadly force on someone simply trying to flee, but if can be proved that the deceased was using the vehicle as a weapon then good shooting marshall.