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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 26–50 of 201 papers

TitleStatusHype
LibSignal: An Open Library for Traffic Signal ControlCode1
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing DataCode1
MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal ControlCode1
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication MethodCode1
Testing Stationarity and Change Point Detection in Reinforcement LearningCode1
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement LearnerCode1
DataLight: Offline Data-Driven Traffic Signal ControlCode1
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial DetectionCode1
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal controlCode1
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared KnowledgeCode1
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal ControlCode0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
Multi-agent Reinforcement Learning for Networked System ControlCode0
A Simple Traffic Signal Control Using Queue Length InformationCode0
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal ControlCode0
Learning Phase Competition for Traffic Signal ControlCode0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control AgentsCode0
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based ControlCode0
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal ControlCode0
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road NetworksCode0
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal ControlCode0
An Open-Source Framework for Adaptive Traffic Signal ControlCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
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