Joint Optimization of Traffic Signal Control and Vehicle Routing in Signalized Road Networks using Multi-Agent Deep Reinforcement Learning.
Xianyue PengHang GaoGengyue HanHao WangMichael ZhangPublished in: CoRR (2023)
Keyphrases
- traffic signal control
- joint optimization
- vehicle routing
- road network
- travel time
- reinforcement learning
- traffic congestion
- traffic signal
- shortest path
- transportation networks
- traffic data
- multi agent
- traffic conditions
- sparse representation
- urban areas
- moving objects
- route planning
- routing problem
- state space
- geographic information systems
- simulated annealing
- multi objective
- image sequences
- traffic light
- three dimensional
- vehicle routing problem
- neural network
- markov decision processes
- intrusion detection
- sensor networks
- dynamic programming
- search algorithm