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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 101–125 of 201 papers

TitleStatusHype
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
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
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
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems—0
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach—0
A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control—0
Reinforcement learning for traffic signal control in hybrid action space—0
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning—0
Connection-Based Scheduling for Real-Time Intersection Control—0
Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning—0
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