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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 21–30 of 201 papers

TitleStatusHype
A GPU-accelerated Large-scale Simulator for Transportation System Optimization BenchmarkingCode1
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal ControlCode1
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal ControlCode1
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared KnowledgeCode1
ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement LearningCode1
Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized IntersectionsCode1
Joint Pedestrian and Vehicle Traffic Optimization in Urban Environments using Reinforcement LearningCode1
Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt LearningCode1
Model-based graph reinforcement learning for inductive traffic signal controlCode1
Testing Stationarity and Change Point Detection in Reinforcement LearningCode1
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