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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

Title	Date	Tasks	Status	Hype	Score
DataLight: Offline Data-Driven Traffic Signal Control	Mar 20, 2023	Offline RLReinforcement Learning (RL)	CodeCode Available	1	5
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection	Sep 29, 2021	Q-LearningTraffic Signal Control	CodeCode Available	1	5
Joint Pedestrian and Vehicle Traffic Optimization in Urban Environments using Reinforcement Learning	Apr 7, 2025	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	1	5
Efficient Pressure: Improving efficiency for signalized intersections	Dec 4, 2021	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	1	5
LibSignal: An Open Library for Traffic Signal Control	Nov 19, 2022	reinforcement-learningReinforcement Learning	CodeCode Available	1	5
DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge	Dec 22, 2023	Decision MakingTraffic Signal Control	CodeCode Available	1	5
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control	Dec 19, 2021	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	1	5
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control	Feb 27, 2020	Deep Reinforcement LearningGraph Attention	CodeCode Available	1	5
Model-based graph reinforcement learning for inductive traffic signal control	Aug 1, 2022	reinforcement-learningReinforcement Learning	CodeCode Available	1	5
Testing Stationarity and Change Point Detection in Reinforcement Learning	Mar 3, 2022	Change Point Detectionreinforcement-learning	CodeCode Available	1	5

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