Cover Image

Real-World Deployment and Assessment of a Multi-Agent Reinforcement Learning-Based Variable Speed Limit Control System

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Yuhang, Zhang, Zhiyao, Ji, Junyi, Quiñones-Grueiro, Marcos, Barbour, William, Gloudemans, Derek, Zachár, Gergely, Weston, Clay, Biswas, Gautam, Work, Daniel B.
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers
by: Zhang, Yuhang, et al.
Published: (2024)

MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits
by: Zhang, Yuhang, et al.
Published: (2023)

Phase Re-service in Reinforcement Learning Traffic Signal Control
by: Zhang, Zhiyao, et al.
Published: (2024)

Calibrating Adaptive Smoothing Methods for Freeway Traffic Reconstruction
by: Ji, Junyi, et al.
Published: (2026)

Emission reduction potential of freeway stop-and-go wave smoothing
by: Ji, Junyi, et al.
Published: (2026)

FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
by: Coursey, Austin, et al.
Published: (2024)

Scalable analysis of stop-and-go waves: Representation, measurements and insights
by: Ji, Junyi, et al.
Published: (2024)

Stop-and-go wave super-resolution reconstruction via iterative refinement
by: Ji, Junyi, et al.
Published: (2024)

On the Design of Safe Continual RL Methods for Control of Nonlinear Systems
by: Coursey, Austin, et al.
Published: (2025)

Safe Continual Reinforcement Learning in Non-stationary Environments
by: Coursey, Austin, et al.
Published: (2026)

Safety Perspective on Assisted Lane Changes: Insights from Open-Road, Live-Traffic Experiments
by: Mattas, Konstantinos, et al.
Published: (2025)

Polygon Intersection-over-Union Loss for Viewpoint-Agnostic Monocular 3D Vehicle Detection
by: Lu, Xinxuan, et al.
Published: (2023)

Video-Based Performance Evaluation for ECR Drills in Synthetic Training Environments
by: Rayala, Surya, et al.
Published: (2025)

Improving Computational Cost of Bayesian Optimization for Controller Tuning with a Multi-stage Tuning Framework
by: Ares-Milian, Marlon J., et al.
Published: (2024)

A Middle Way to Traffic Enlightenment
by: Nice, Matthew W., et al.
Published: (2024)

Hierarchical Speed Planner for Automated Vehicles: A Framework for Lagrangian Variable Speed Limit in Mixed Autonomy Traffic
by: Wang, Han, et al.
Published: (2024)

SAILing CAVs: Speed-Adaptive Infrastructure-Linked Connected and Automated Vehicles
by: Nice, Matthew, et al.
Published: (2023)

When Evaluation Becomes a Side Channel: Regime Leakage and Structural Mitigations for Alignment Assessment
by: Santos-Grueiro, Igor
Published: (2026)

Trainee Action Recognition through Interaction Analysis in CCATT Mixed-Reality Training
by: Mereddy, Divya, et al.
Published: (2025)

Evropejskie naučnye metody v tradicii starinnych russkich grammatik (XV-ser. XVII v.)
by: Zachar'in, Dmitrij B.
Published: (2019)

Statistical analysis plan for Thoracic Ultrasound and Pulmonary Diseases in Systemic Lupus Erythematosus
by: Langkilde, Henrik Zachar
Published: (2025)

Ghost in the Context: Measuring Policy-Carriage Failures in Decision-Time Assembly
by: Santos-Grueiro, Igor
Published: (2026)

Alignment Verifiability in Large Language Models: Normative Indistinguishability under Behavioral Evaluation
by: Santos-Grueiro, Igor
Published: (2026)

High-Speed Cornering Control and Real-Vehicle Deployment for Autonomous Electric Vehicles
by: Zhao, Shiyue, et al.
Published: (2024)

Variable-Speed Teaching-Playback as Real-World Data Augmentation for Imitation Learning
by: Masuya, Nozomu, et al.
Published: (2024)

Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control
by: Müller, Arthur, et al.
Published: (2021)

LEO Topology Design Under Real-World Deployment Constraints
by: Ali, Muaz, et al.
Published: (2026)

Deployable Reinforcement Learning with Variable Control Rate
by: Wang, Dong, et al.
Published: (2024)

Improving Travel Time Reliability with Variable Speed Limits
by: Hammerl, Alexander, et al.
Published: (2025)

Limit Theorems for Descents and Inversions of Shelf-Shuffles
by: Clay, Alexander
Published: (2025)

ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Speed
by: Chen, Meiying, et al.
Published: (2022)

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits
by: Lin, Edward, et al.
Published: (2026)

Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
by: Cummings, Rachel, et al.
Published: (2023)

DVS-RG: Differential Variable Speed Limits Control using Deep Reinforcement Learning with Graph State Representation
by: Yang, Jingwen, et al.
Published: (2024)

Tac2Real: Reliable and GPU Visuotactile Simulation for Online Reinforcement Learning and Zero-Shot Real-World Deployment
by: Yan, Ningyu, et al.
Published: (2026)

Multi-Agent Inverse Reinforcement Learning in Real World Unstructured Pedestrian Crowds
by: Chandra, Rohan, et al.
Published: (2024)

CoTAL: Human-in-the-Loop Prompt Engineering for Generalizable Formative Assessment Scoring
by: Cohn, Clayton, et al.
Published: (2025)

LQ Control of Traffic Flow Models via Variable Speed Limits
by: Block, Brian, et al.
Published: (2024)

Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications
by: Asthana, Shubhi, et al.
Published: (2025)

Sim2Real-AD: A Modular Sim-to-Real Framework for Deploying VLM-Guided Reinforcement Learning in Real-World Autonomous Driving
by: Huang, Zilin, et al.
Published: (2026)