Asynchronous Federated Deep Reinforcement Learning-Based Dependency Task Offloading for UAV-Assisted Vehicular Networks

S Shen, G Shen, Z Dai, K Zhang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) has emerged as a
valuable supplement to conventional MEC, offering unique advantages in temporary or …

Energy-Delay Joint Optimization for Task Offloading in Digital Twin-Assisted Internet of Vehicles

X Kong, X Yang, S Shen, G Shen - ACM Transactions on Sensor …, 2024 - dl.acm.org
Vehicle edge computing (VEC) provides efficient services for vehicles by offloading tasks to
edge servers. Notably, extant research mainly employs methods such as deep learning and …