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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 176–200 of 201 papers

TitleStatusHype
Learning an Interpretable Traffic Signal Control PolicyCode0
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
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical SystemsCode0
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
Learning to Stabilize Online Reinforcement Learning in Unbounded State SpacesCode0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based ControlCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
A Simple Traffic Signal Control Using Queue Length InformationCode0
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
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
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal ControlCode0
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal ControlCode0
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackCode0
An Open-Source Framework for Adaptive Traffic Signal ControlCode0
Multi-agent Reinforcement Learning for Networked System ControlCode0
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic ScenarioCode0
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal HypergraphsCode0
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