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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 71–80 of 201 papers

TitleStatusHype
Open-TI: Open Traffic Intelligence with Augmented Language ModelCode1
LLMLight: Large Language Models as Traffic Signal Control AgentsCode2
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared KnowledgeCode1
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL ApproachCode1
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road NetworksCode0
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
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