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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 176–200 of 201 papers

TitleStatusHype
Learning Phase Competition for Traffic Signal ControlCode0
Learning an Interpretable Traffic Signal Control PolicyCode0
Reinforcement Learning Approaches for Traffic Signal Control under Missing DataCode0
Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor FailuresCode0
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring CamerasCode0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control AgentsCode0
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal ControlCode0
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road NetworksCode0
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical SystemsCode0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
Learning to Stabilize Online Reinforcement Learning in Unbounded State SpacesCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based ControlCode0
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
A Simple Traffic Signal Control Using Queue Length InformationCode0
Back to Basics: Deep Reinforcement Learning in Traffic Signal ControlCode0
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal ControlCode0
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal ControlCode0
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal ControlCode0
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackCode0
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
An Open-Source Framework for Adaptive Traffic Signal ControlCode0
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic ScenarioCode0
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