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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 101–125 of 201 papers

TitleStatusHype
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner—0
Artificial Intelligence in Traffic Systems—0
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations—0
A Survey on Graph Neural Networks in Intelligent Transportation Systems—0
A Survey on Traffic Signal Control Methods—0
A Taxonomy of Adaptive Traffic Signal Control—0
Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles—0
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control—0
Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization—0
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control—0
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning—0
CityLight: A Universal Model for Coordinated Traffic Signal Control in City-scale Heterogeneous Intersections—0
C-MP: A decentralized adaptive-coordinated traffic signal control using the Max Pressure framework—0
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control—0
Communication Strategy on Macro-and-Micro Traffic State in Cooperative Deep Reinforcement Learning for Regional Traffic Signal Control—0
Connected Vehicle Supported Adaptive Traffic Control for Near-congested Condition in a Mixed Traffic Stream—0
Connection-Based Scheduling for Real-Time Intersection Control—0
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction—0
Cooperative Reinforcement Learning on Traffic Signal Control—0
Safe and Efficient Coexistence of Autonomous Vehicles with Human-Driven Traffic at Signalized Intersections—0
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking—0
Scalable Multi-Objective Optimization for Robust Traffic Signal Control in Uncertain Environments—0
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning—0
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling—0
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