23 citations · 23 across the 2 of their papers we have counts for
2 papers
cs.NI2023★ 23 cited
Heterogeneous GNN-RL Based Task Offloading for UAV-aided Smart Agriculture
Turgay Pamuklu, Aisha Syed, W. Sean Kennedy +1
Having unmanned aerial vehicles (UAVs) with edge computing capability hover over smart farmlands supports Internet of Things (IoT) devices with low processing capacity and power to…
cs.NI2023
To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs
Anne Catherine Nguyen, Turgay Pamuklu, Aisha Syed +2
A deep reinforcement learning technique is presented for task offloading decision-making algorithms for a multi-access edge computing (MEC) assisted unmanned aerial vehicle (UAV) n…