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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 31–40 of 201 papers

Title	Date	Tasks	Status	Hype	Score
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach	Dec 12, 2023	Knowledge DistillationOffline RL	CodeCode Available	1	5
X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner	Apr 18, 2024	Traffic Signal Control	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
DataLight: Offline Data-Driven Traffic Signal Control	Mar 20, 2023	Offline RLReinforcement Learning (RL)	CodeCode Available	1	5
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data	Oct 30, 2024	Decision MakingImputation	CodeCode Available	1	5
Learning Phase Competition for Traffic Signal Control	May 12, 2019	Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	0	5
Learning an Interpretable Traffic Signal Control Policy	Dec 23, 2019	Q-LearningReinforcement Learning	CodeCode Available	0	5
A Simple Traffic Signal Control Using Queue Length Information	Jun 11, 2020	Autonomous VehiclesTraffic Signal Control	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
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road Networks	Dec 12, 2023	Traffic Signal Control	CodeCode Available	0	5

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