Multi-Objective Traffic Signal Control Using Network-Wide Agent Coordinated Reinforcement Learning.
Jie FangYa YouMengyun XuJuanmeizi WangSibin CaiPublished in: Expert Syst. Appl. (2023)
Keyphrases
- multi objective
- traffic signal control
- multi agent
- traffic signal
- reinforcement learning
- multi agent systems
- evolutionary algorithm
- traffic simulator
- genetic algorithm
- multiagent systems
- network traffic
- action selection
- state space
- network management
- traffic flows
- particle swarm optimization
- cooperative
- objective function
- autonomous agents
- traffic control
- network flow
- optimal policy
- traffic congestion
- traffic conditions
- reward function
- network design
- wireless sensor networks
- learning algorithm