6 citations · 6 across the 3 of their papers we have counts for
3 papers
eess.SY2024
Enforcing Cooperative Safety for Reinforcement Learning-based Mixed-Autonomy Platoon Control
Jingyuan Zhou, Longhao Yan, Jinhao Liang +1
It is recognized that the control of mixed-autonomy platoons comprising connected and automated vehicles (CAVs) and human-driven vehicles (HDVs) can enhance traffic flow. Among exi…
cs.LG2024
Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approach
Qiqing Wang, Kaidi Yang
This paper proposes a privacy-preserving data fusion method for traffic state estimation (TSE). Unlike existing works that assume all data sources to be accessible by a single trus…
cs.LG2023★ 6 cited
Graph Reinforcement Learning for Network Control via Bi-Level Optimization
Daniele Gammelli, James Harrison, Kaidi Yang +3
Optimization problems over dynamic networks have been extensively studied and widely used in the past decades to formulate numerous real-world problems. However, (1) traditional op…