Simulation results reveal that it achieves more than 96% WSEE of the optimal scheme and 98% WSEE of the centralized DRL-based scheme. It significantly enhances the network convergence speed with low ...
Wenxin Liu, a professor of electrical and computer engineering in Lehigh University’s P.C. Rossin College of Engineering and ...
We propose a deep reinforcement learning (DRL)-based framework to determine the offloading decision and design an optimization algorithm for the energy allocation problem. The simulation results ...