2 papers
cs.MA2026
KC-BFPRL: Knowledge-Guided Multi-UAV Collaboration for Grassland Restoration via Bilevel Formerpointer-Based Reinforcement Learning
Dongbin Jiao, Xianyi Wang, Yuchen Yuan +5
Multi-unmanned aerial vehicle (UAV) systems provide scalable service platforms for large-scale environmental tasks, such as grassland ecosystem restoration. However, coordinating f…
cs.NI2026
Closed-Loop Decision-Focused Learning for User-Aware Cloud Orchestration under Uncertainty
Dongbin Jiao, Xubo Zhang, Huakang Lin +2
Time-varying cloud workloads often cause resource under-utilization during off-peak periods and resource contention during peak periods. Existing prediction-then-optimization (PTO)…