A dynamic queuing model based distributed task offloading algorithm using deep reinforcement learning in mobile edge computing

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Deep Reinforcement Learning with Double Q-Learning

Hado van Hasselt, Arthur Guez, David Silver · 2016 · 6K citations · Full text

Computing, Computer Science, Algorithms +11

Mobile Edge Computing: A Survey on Architecture and Computation Offloading

IEEE Communications Surveys & Tutorials · 2017 · 3K citations · Full text

Computing, Computer Systems, Information Technology +17

A Survey on the Edge Computing for the Internet of Things

Wei Yu, Fan Liang, Xiaofei He et al. · IEEE Access · 2017 · 1.5K citations · Full text

Computing, Computer Science, Computer Systems +16

Delay-optimal computation task scheduling for mobile-edge computing systems

Juan Liu, Yuyi Mao, Jun Zhang et al. · 2016 · 780 citations · Full text

Computing, Computer Engineering, Computer Science +17