2 papers
cs.NI2026
AI-Powered Conflict Management in Open RAN: Detection, Classification, and Mitigation
Abdul Wadud, Nima Afraz, Fatemeh Golpayegani
Open Radio Access Network (RAN) was designed with native Artificial Intelligence (AI) as a core pillar, enabling AI- driven xApps and rApps to dynamically optimize network performa…
eess.SY2024
DVS-RG: Differential Variable Speed Limits Control using Deep Reinforcement Learning with Graph State Representation
Jingwen Yang, Ping Wang, Fatemeh Golpayegani +1
Variable speed limit (VSL) control is an established yet challenging problem to improve freeway traffic mobility and alleviate bottlenecks by customizing speed limits at proper loc…