The result of simulation illustrates that the signal control method based on Q-Learning is better than fixed-time control, actuated control and signal control based on genetic algorithms.

• 仿真实验的结果表明，基于Q-学习的信号控制方法优于定时控制、感应式控制和基于遗传算法的信号控制方法。