Lyapunov-Guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks - Bi, Suzhi; Huang, Liang; Wang, Hui; Zhang, Ying-Jun Angela (IEEE transactions on wireless communications, 2021)
Keywords: Algorithms; Arrivals; Computation offloading; Computational modeling; Data processing; Decisions; Deep learning; deep reinforcement learning; Edge computing; Frames (data processing); Linear programming; Lyapunov optimization; Machine learning; Mixed integer; Mobile computing; Mobile edge computing; Nonlinear programming; Optimization; Queues; Resource allocation; Resource management; Stability analysis; Stochastic processes; Task analysis; Wireless communication