结合领域经验的深度强化学习信号控制方法
张萌,王殿海,金盛

Deep reinforcement learning approach to signal control combined with domain experience
Meng ZHANG,Dian-hai WANG,Sheng JIN
表 3 不同方法的控制效果对比
Tab.3 Comparison of control effects among different methods
算法 tw/s tt/s v/(m·s−1)
Webster 35.89 113.46 7.45
Actuated 33.77 110.04 7.70
Delay-Based 64.85 142.52 6.36
3DQN 15.01 90.75 8.96
本研究 13.00 87.39 9.30