They were idiots that went in with no plan, like anyone in any similar situation would be, since no similar situation is part of a smart person's plan.
They were pursuing self-interest, which would not be served well by shooting a famous person over a dumbass plan to try to rob them.
They had a perfect recipe for getting shot.