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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 11–20 of 201 papers

TitleStatusHype
A GPU-accelerated Large-scale Simulator for Transportation System Optimization BenchmarkingCode1
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal ControlCode1
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control ProblemCode1
Joint Pedestrian and Vehicle Traffic Optimization in Urban Environments using Reinforcement LearningCode1
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared KnowledgeCode1
CoLight: Learning Network-level Cooperation for Traffic Signal ControlCode1
DataLight: Offline Data-Driven Traffic Signal ControlCode1
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial DetectionCode1
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal ControlCode1
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal ControlCode1
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