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The impact of deep reinforcement learning-based traffic signal control on Emission reduction in urban Road networks empowered by cooperative vehicle-infrastructure systems

Wen‐Long Shang, Xuewang Song, Qiannian Xiang, Haibo Chen, Mireille Elhajj, Huibo Bi, Kun Wang, Washington Ochieng

2025Applied Energy23 citationsDOI

Topics & Concepts

Reduction (mathematics)Reinforcement learningControl (management)Transport engineeringReinforcementComputer scienceSIGNAL (programming language)EngineeringAutomotive engineeringArtificial intelligenceProgramming languageGeometryMathematicsStructural engineeringTraffic control and managementVehicle emissions and performanceTransportation Planning and Optimization
The impact of deep reinforcement learning-based traffic signal control on Emission reduction in urban Road networks empowered by cooperative vehicle-infrastructure systems | Litcius