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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 41–50 of 201 papers

Title	Date	Tasks	Status	Hype	Score
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control	May 27, 2024	Decision MakingTraffic Signal Control	CodeCode Available	0	5
Learning Phase Competition for Traffic Signal Control	May 12, 2019	Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	0	5
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control	Apr 5, 2023	Deep Reinforcement LearningTraffic Signal Control	CodeCode Available	0	5
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents	Jul 15, 2024	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	0	5
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based Control	Aug 21, 2020	Deep Reinforcement LearningTraffic Signal Control	CodeCode Available	0	5
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal Control	Mar 18, 2025	Decision MakingSequential Decision Making	CodeCode Available	0	5
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road Networks	Dec 12, 2023	Traffic Signal Control	CodeCode Available	0	5
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control	Mar 26, 2025	Reinforcement Learning (RL)Traffic Signal Control	CodeCode Available	0	5
An Open-Source Framework for Adaptive Traffic Signal Control	Sep 1, 2019	Open-Ended Question AnsweringReinforcement Learning	CodeCode Available	0	5
DynamicLight: Two-Stage Dynamic Traffic Signal Timing	Nov 2, 2022	Q-LearningReinforcement Learning (RL)	CodeCode Available	0	5

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