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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 51–75 of 201 papers

TitleStatusHype
An Open-Source Framework for Adaptive Traffic Signal ControlCode0
Learning an Interpretable Traffic Signal Control PolicyCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic ScenarioCode0
Learning Phase Competition for Traffic Signal ControlCode0
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control AgentsCode0
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal ControlCode0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
Back to Basics: Deep Reinforcement Learning in Traffic Signal ControlCode0
Feedback-feedforward Signal Control with Exogenous Demand Estimation in Congested Urban Road NetworksCode0
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation—0
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control—0
Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles—0
A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control—0
Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems—0
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey—0
A Taxonomy of Adaptive Traffic Signal Control—0
Deep Reinforcement Learning for Adaptive Traffic Signal Control—0
Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control—0
A Survey on Traffic Signal Control Methods—0
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning—0
Actor-Critic Algorithms for Risk-Sensitive MDPs—0
Data-Driven Transfer Learning Framework for Estimating Turning Movement Counts—0
A Survey on Graph Neural Networks in Intelligent Transportation Systems—0
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