Search Results for author: Daniel Work

Found 3 papers, 1 papers with code

MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits

no code implementations18 Oct 2023 Yuhang Zhang, Marcos Quinones-Grueiro, Zhiyao Zhang, Yanbing Wang, William Barbour, Gautam Biswas, Daniel Work

Variable Speed Limit (VSL) control acts as a promising highway traffic management strategy with worldwide deployment, which can enhance traffic safety by dynamically adjusting speed limits according to real-time traffic conditions.

Decision Making Management +2

Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention Networks

1 code implementation23 Apr 2023 Yue Hu, Yuhang Zhang, Yanbing Wang, Daniel Work

In this work, we consider the problem of detecting a variety of socially abnormal driving behaviors, i. e., behaviors that do not conform to the behavior of other nearby drivers.

Anomaly Detection Graph Attention

Automatic vehicle trajectory data reconstruction at scale

no code implementations15 Dec 2022 Yanbing Wang, Derek Gloudemans, Junyi Ji, Zi Nean Teoh, Lisa Liu, Gergely Zachár, William Barbour, Daniel Work

In this paper we propose an automatic trajectory data reconciliation to correct common errors in vision-based vehicle trajectory data.

Benchmarking

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