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Traffic Signal Control

Control traffic lights/signals to optimize traffic.

( Image credit: Flaticon )

Papers

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Showing 101–150 of 201 papers

TitleStatusHype
Learning to Control and Coordinate Mixed Traffic Through Robot Vehicles at Complex and Unsignalized IntersectionsCode1
Large-Scale Traffic Signal Control by a Nash Deep Q-network Approach—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
Reinforcement learning for traffic signal control in hybrid action space—0
SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal ControlCode0
LibSignal: An Open Library for Traffic Signal ControlCode1
DynamicLight: Two-Stage Dynamic Traffic Signal TimingCode0
ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement LearningCode1
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning—0
Connection-Based Scheduling for Real-Time Intersection Control—0
Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning—0
Modeling Network-level Traffic Flow Transitions on Sparse DataCode0
Model-based graph reinforcement learning for inductive traffic signal controlCode1
Scalable Model-based Policy Optimization for Decentralized Networked Systems—0
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System—0
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality—0
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking—0
Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control—0
Cooperative Reinforcement Learning on Traffic Signal Control—0
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources—0
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication MethodCode1
DynLight: Realize dynamic phase duration with multi-level traffic signal control—0
Random Ensemble Reinforcement Learning for Traffic Signal Control—0
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation—0
Testing Stationarity and Change Point Detection in Reinforcement LearningCode1
Learning to Help Emergency Vehicles Arrive Faster: A Cooperative Vehicle-Road Scheduling Approach—0
Intelligent Autonomous Intersection Management—0
Distributed Stochastic Model Predictive Control for an Urban Traffic Network—0
Offline Reinforcement Learning for Road Traffic Control—0
Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control OptimizationCode1
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal controlCode1
Efficient Pressure: Improving efficiency for signalized intersectionsCode1
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control—0
Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles—0
A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles—0
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical SystemsCode0
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning—0
Deep Reinforcement Q-Learning for Intelligent Traffic Signal Control with Partial DetectionCode1
Intelligent Traffic Control System by Using Image Information—0
Back to Basics: Deep Reinforcement Learning in Traffic Signal ControlCode0
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles—0
DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control—0
A Comparative Study of Algorithms for Intelligent Traffic Signal ControlCode2
DQN Control Solution for KDD Cup 2021 City Brain ChallengeCode0
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control—0
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization—0
Effects of Smart Traffic Signal Control on Air Quality—0
Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study—0
Learning to Route via Theory-Guided Residual Network—0
A probabilistic model for missing traffic volume reconstruction based on data fusion—0
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