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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

Title	Date	Tasks	Status	Hype	Score
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
CoLight: Learning Network-level Cooperation for Traffic Signal Control	May 11, 2019	Multi-agent Reinforcement LearningReinforcement Learning	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
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
A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking	Jun 15, 2024	BenchmarkingGPU	CodeCode Available	1	5
DataLight: Offline Data-Driven Traffic Signal Control	Mar 20, 2023	Offline RLReinforcement Learning (RL)	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
Efficient Pressure: Improving efficiency for signalized intersections	Dec 4, 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
Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem	Apr 22, 2021	Decision Makingreinforcement-learning	CodeCode Available	1	5

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