SOTAVerified

Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 76–100 of 201 papers

TitleStatusHype
UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal ControlCode1
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning—0
Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning—0
Combat Urban Congestion via Collaboration: Heterogeneous GNN-based MARL for Coordinated Platooning and Traffic Signal Control—0
Joint Optimization of Traffic Signal Control and Vehicle Routing in Signalized Road Networks using Multi-Agent Deep Reinforcement Learning—0
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control—0
A Computationally Efficient Bi-level Coordination Framework for CAVs at Unsignalized Intersections—0
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt LearningCode1
Perimeter Control with Heterogeneous Metering Rates for Cordon Signals: A Physics-Regularized Multi-Agent Reinforcement Learning Approach—0
A Taxonomy of Adaptive Traffic Signal Control—0
Uncertainty-aware Grounded Action Transformation towards Sim-to-Real Transfer for Traffic Signal ControlCode1
Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning—0
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction—0
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method—0
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackCode0
A Novel Multi-Agent Deep RL Approach for Traffic Signal Control—0
Improving the generalizability and robustness of large-scale traffic signal control—0
Learning to Stabilize Online Reinforcement Learning in Unbounded State SpacesCode0
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment—0
Reinforcement Learning Approaches for Traffic Signal Control under Missing DataCode0
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning—0
DataLight: Offline Data-Driven Traffic Signal ControlCode1
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems—0
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