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
t
w
/s
t
t
/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