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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 101–150 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
Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study—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
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning—0
Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach—0
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality—0
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources—0
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control—0
Traffic Co-Simulation Framework Empowered by Infrastructure Camera Sensing and Reinforcement Learning—0
Traffic Density Estimation using a Convolutional Neural Network—0
Traffic Signal Control and Speed Offset Coordination Using Q-Learning for Arterial Road Networks—0
Traffic signal control optimization under severe incident conditions using Genetic Algorithm—0
Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study—0
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network—0
TuSeRACT: Turn-Sample-Based Real-Time Traffic Signal Control—0
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control—0
Uninterrupted Maximum Flow on Signalized Traffic Networks—0
Using a Deep Reinforcement Learning Agent for Traffic Signal Control—0
Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control—0
Using a single actor to output personalized policy for different intersections—0
Bayesian Meta-reinforcement Learning for Traffic Signal Control—0
Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs—0
VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning—0
Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling Approach—0
Learning to Route via Theory-Guided Residual Network—0
Learning Traffic Signal Control via Genetic Programming—0
Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning—0
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