一种交通信号自学习控制方法

Method of self-learning traffic signal control

基于智能体的信号控制方法已经成为研究热点之一,目前遗传算法已被用来实现agent的自学习,论文将Q-学习应用在城市交通控制中,用来解决单路口信号控制agent的自学习问题,经过仿真试验,并与遗传算法的结果相对比,证明此方法的控制效果较好。

The research on intelligent signal control had attracted much attention of experts and scholars. Genetic algonmm was already used for self-learning of agent. It was researched Q-learning method in urban traffic control for self-learning of signal control agent in an single intersection. This method was algorithm by simulation.