For the driving intelligence test, the road-users in the test scene should be interactive and humanlike. A generic approach is proposed inspired by referring to real human driver's behavior. First, the road users estimate the aggressiveness of the tested vehicle by observation. Then the observation is fed to the Bayesian game theoretic decision module. Based on the decision results, the road users can generate three different behaviors, to yield, to fight, and to probe.