Hierarchical traffic signal optimization using reinforcement learning and traffic prediction with long-short term memory.
Monireh AbdoosAna L. C. BazzanPublished in: Expert Syst. Appl. (2021)
Keyphrases
- traffic signal
- traffic signal control
- reinforcement learning
- traffic control
- urban traffic
- traffic congestion
- traffic flow
- optimization problems
- traffic conditions
- traffic management
- traffic light
- control system
- multi agent systems
- traffic density
- traffic data
- control policy
- learning algorithm
- evolutionary algorithm
- state space
- recurrent neural networks
- network traffic
- metaheuristic
- network management
- real time
- markov decision processes