IEEE

UAV Deployment Optimization in Multi-UAV-Aided MEC Systems Using Federated Deep Reinforcement Learning

Abstract: Unmanned aerial vehicle (UAV) aided Mobile Edge Computing (MEC) has emerged as a promising technique to offer computing support for high-mobility and high-demand mobile devices (MDs).
IEEE

Deep Reinforcement Learning Enabled Joint Task Offloading and Trajectory Optimization in Multi-UAV Systems

Abstract: UAV-assisted multi-access edge computing (MEC) enables flexible task offloading in emergency communication networks, but joint trajectory planning and task offloading optimization remain ...