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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 76–100 of 201 papers

TitleStatusHype
A Survey on Graph Neural Networks in Intelligent Transportation Systems—0
CycLight: learning traffic signal cooperation with a cycle-level strategy—0
CV-MP: Max-Pressure Control in Heterogeneously Distributed and Partially Connected Vehicle Environments—0
Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations—0
CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles—0
Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control—0
HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control—0
Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control—0
Coping with Large Traffic Volumes in Schedule-Driven Traffic Signal Control—0
Artificial Intelligence in Traffic Systems—0
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control—0
A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control—0
Cooperative Reinforcement Learning on Traffic Signal Control—0
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning—0
Cooperative Multi-Objective Reinforcement Learning for Traffic Signal Control and Carbon Emission Reduction—0
Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner—0
FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities—0
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference—0
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning—0
Connection-Based Scheduling for Real-Time Intersection Control—0
Scalable Model-based Policy Optimization for Decentralized Networked Systems—0
From Single Agent to Multi-Agent: Improving Traffic Signal Control—0
Connected Vehicle Supported Adaptive Traffic Control for Near-congested Condition in a Mixed Traffic Stream—0
A probabilistic model for missing traffic volume reconstruction based on data fusion—0
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization—0
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