Deep Reinforcement-Learning-Based Adaptive Traffic Signal Control with Real-Time Queue Lengths.
Qi-Wei SunShi-Yuan HanJin ZhouYue-Hui ChenKang YaoPublished in: SMC (2022)
Keyphrases
- traffic signal control
- real time
- reinforcement learning
- traffic signal
- queue length
- steady state
- control system
- product form
- arrival rate
- heavy traffic
- stationary distribution
- traffic congestion
- multi agent
- machine learning
- service rates
- traffic control
- queueing networks
- state space
- wireless networks
- multi agent systems
- arrival processes