Traffic signal optimization for partially observable traffic system and low penetration rate of connected vehicles.
Zhao ZhangMengdi GuoDaocheng FuLei MoSiyao ZhangPublished in: Comput. Aided Civ. Infrastructure Eng. (2022)
Keyphrases
- traffic signal
- partially observable
- urban traffic
- traffic signal control
- traffic control
- traffic flow
- traffic density
- traffic congestion
- traffic conditions
- reinforcement learning
- traffic light
- traffic management
- state space
- multi agent systems
- markov decision processes
- dynamical systems
- road network
- decision problems
- control policy
- control system
- traffic data
- travel time
- intelligent transportation systems
- vehicle detection
- infinite horizon
- network management
- belief state
- real time
- reward function
- combinatorial optimization
- optimization problems
- multi objective
- linear programming
- evolutionary algorithm
- machine learning