PGA: An Efficient Adaptive Traffic Signal Timing Optimization Scheme Using Actor-Critic Reinforcement Learning Algorithm.
Si ShenGuojiang ShenYang ShenDuanyang LiuXi YangXiangjie KongPublished in: KSII Trans. Internet Inf. Syst. (2020)
Keyphrases
- optimization scheme
- traffic signal
- actor critic
- traffic control
- traffic signal control
- approximate dynamic programming
- control policy
- reinforcement learning
- multi agent systems
- control system
- traffic congestion
- optimal control
- neuro fuzzy
- traffic management
- policy gradient
- gradient method
- traffic light
- machine learning
- temporal difference
- decision making
- policy iteration
- reinforcement learning algorithms
- traffic flow
- dynamic environments
- markov chain
- multi agent
- learning algorithm
- real time