Traffic Signal Control Method Based on A3C Reinforcement Learning

Abstract

With the growth of national strength, China's infrastructure construction capacity is growing. Traffic signal light is the soul of traffic dispatching, which can improve traffic smoothness and ensure pedestrian safety. The complicated traffic network makes China all-round, but at the same time, it is also more urgent to have more intelligent and efficient dispatching capacity. The conventional traffic signal lights are isolated and static, but traffic is complex and random. Thus, the function of traffic dispatching can be achieved, and the dynamic and intelligent management of traffic can be realized.