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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 121–130 of 201 papers

Title	Date	Tasks	Status	Hype
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control	Nov 20, 2022	reinforcement-learningReinforcement Learning	CodeCode Available	0
DynamicLight: Two-Stage Dynamic Traffic Signal Timing	Nov 2, 2022	Q-LearningReinforcement Learning (RL)	CodeCode Available	0
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning	Oct 16, 2022	Decision MakingDeep Reinforcement Learning	—Unverified	0
Connection-Based Scheduling for Real-Time Intersection Control	Oct 16, 2022	SchedulingTraffic Signal Control	—Unverified	0
Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning	Oct 6, 2022	reinforcement-learningReinforcement Learning (RL)	—Unverified	0
Modeling Network-level Traffic Flow Transitions on Sparse Data	Aug 13, 2022	Decision MakingImputation	CodeCode Available	0
Scalable Model-based Policy Optimization for Decentralized Networked Systems	Jul 13, 2022	Traffic Signal Control	—Unverified	0
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System	Jun 27, 2022	Multi-agent Reinforcement LearningReinforcement Learning (RL)	—Unverified	0
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality	Jun 23, 2022	Reinforcement Learning (RL)Traffic Signal Control	—Unverified	0
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking	Jun 21, 2022	reinforcement-learningReinforcement Learning (RL)	—Unverified	0

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