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20232026
most citedMARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits

4 citations · 5 across the 5 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

eess.SY2024

Phase Re-service in Reinforcement Learning Traffic Signal Control

Zhiyao Zhang, George Gunter, Marcos Quinones-Grueiro +4

This article proposes a novel approach to traffic signal control that combines phase re-service with reinforcement learning (RL). The RL agent directly determines the duration of t…

cs.MA2024

Field Deployment of Multi-Agent Reinforcement Learning Based Variable Speed Limit Controllers

Yuhang Zhang, Zhiyao Zhang, Marcos Quiñones-Grueiro +4

This article presents the first field deployment of a multi-agent reinforcement-learning (MARL) based variable speed limit (VSL) control system on the I-24 freeway near Nashville,…