SOTAVerified

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
Optimizing Traffic Signal Control using High-Dimensional State Representation and Efficient Deep Reinforcement Learning—0
Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation—0
Perimeter Control with Heterogeneous Metering Rates for Cordon Signals: A Physics-Regularized Multi-Agent Reinforcement Learning Approach—0
Phase Re-service in Reinforcement Learning Traffic Signal Control—0
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment—0
Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control—0
Random Ensemble Reinforcement Learning for Traffic Signal Control—0
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method—0
Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller—0
Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems—0
Reinforcement learning for traffic signal control in hybrid action space—0
Reinforcement Learning in Non-Stationary Environments—0
Robustness of Reinforcement Learning-Based Traffic Signal Control under Incidents: A Comparative Study—0
Safe and Efficient Coexistence of Autonomous Vehicles with Human-Driven Traffic at Signalized Intersections—0
Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking—0
Scalable Multi-Objective Optimization for Robust Traffic Signal Control in Uncertain Environments—0
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning—0
SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control—0
Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling—0
Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning—0
Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach—0
The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality—0
TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources—0
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control—0
Traffic Co-Simulation Framework Empowered by Infrastructure Camera Sensing and Reinforcement Learning—0
Traffic Density Estimation using a Convolutional Neural Network—0
Traffic Signal Control and Speed Offset Coordination Using Q-Learning for Arterial Road Networks—0
Traffic signal control optimization under severe incident conditions using Genetic Algorithm—0
Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study—0
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network—0
TuSeRACT: Turn-Sample-Based Real-Time Traffic Signal Control—0
Unicorn: A Universal and Collaborative Reinforcement Learning Approach Towards Generalizable Network-Wide Traffic Signal Control—0
Uninterrupted Maximum Flow on Signalized Traffic Networks—0
Using a Deep Reinforcement Learning Agent for Traffic Signal Control—0
Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control—0
Using a single actor to output personalized policy for different intersections—0
Bayesian Meta-reinforcement Learning for Traffic Signal Control—0
Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs—0
VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning—0
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning—0
A CAV-based perimeter-free regional traffic control strategy utilizing existing parking infrastructure—0
A Computationally Efficient Bi-level Coordination Framework for CAVs at Unsignalized Intersections—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
Actor-Critic Algorithms for Risk-Sensitive MDPs—0
Adaptive model predictive control for traffic signal timing with unknown demand and parameters—0
Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion—0
A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles—0
A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization—0
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control—0
A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning—0
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