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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

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Papers

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Showing 51–60 of 201 papers

Title	Date	Tasks	Status	Hype	Score
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
Learning Phase Competition for Traffic Signal Control	May 12, 2019	Reinforcement LearningReinforcement Learning (RL)	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
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario	May 13, 2019	Multi-agent Reinforcement Learningreinforcement-learning	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
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback	Jun 13, 2023	Deep Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	0	5
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control	Nov 20, 2022	reinforcement-learningReinforcement Learning	CodeCode Available	0	5
DQN Control Solution for KDD Cup 2021 City Brain Challenge	Aug 14, 2021	Traffic Signal Control	CodeCode Available	0	5
Back to Basics: Deep Reinforcement Learning in Traffic Signal Control	Sep 15, 2021	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0	5

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