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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 51–100 of 201 papers

TitleStatusHype
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
Reinforcement Learning Approaches for Traffic Signal Control under Missing DataCode0
SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring CamerasCode0
Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal ControlCode0
Multi-agent Reinforcement Learning for Networked System ControlCode0
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal ControlCode0
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic ScenarioCode0
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
Learning an Interpretable Traffic Signal Control PolicyCode0
Learning Phase Competition for Traffic Signal ControlCode0
Back to Basics: Deep Reinforcement Learning in Traffic Signal ControlCode0
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
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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