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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
LibSignal: An Open Library for Traffic Signal Control	Nov 19, 2022	reinforcement-learningReinforcement Learning	CodeCode Available	1
ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning	Oct 24, 2022	Data Augmentationreinforcement-learning	CodeCode Available	1
Model-based graph reinforcement learning for inductive traffic signal control	Aug 1, 2022	reinforcement-learningReinforcement Learning	CodeCode Available	1
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method	Apr 26, 2022	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Testing Stationarity and Change Point Detection in Reinforcement Learning	Mar 3, 2022	Change Point Detectionreinforcement-learning	CodeCode Available	1
Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization	Dec 30, 2021	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	1
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
Efficient Pressure: Improving efficiency for signalized intersections	Dec 4, 2021	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	1
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial Detection	Sep 29, 2021	Q-LearningTraffic Signal Control	CodeCode Available	1
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem	Apr 22, 2021	Decision Makingreinforcement-learning	CodeCode Available	1

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