MEC 系统中基于多智能体深度增强学习的协作式任务卸载和资源分配

夏炳森, 唐元春, 李翠 - Semiconductor Optoelectronics, 2022 - opticsjournal.net
… Secrecybased delayaware computation offloading via mobile edge computing for
internet … and resource allocation for blockchainenabled mobile edge computing: A deep

[PDF][PDF] 基于深度强化学习的多用户计算卸载优化模型和算法

李志华, 余自立 - 电子与信息学报, 2024 - jeit.ac.cn
Deep reinforcement learning for energy-efficient computation offloading in mobile-edge
computing[J]. IEEE Internet of Things Journal, 2022, 9(2): 1517–1530. doi: 10.1109/JIOT. …

[PDF][PDF] 能量收集辅助的矿山物联网智能计算卸载方法

闵明慧, 张鹏, 朱浩鹏, 程志鹏, 马帅, 李世银, 肖亮… - 电子与信息学报, 2023 - jeit.ac.cn
… IoT intelligent computation offloading method for the mine IoT device with limited computing,
… 移动边缘计算 (Mobile Edge Computing, MEC) 技术利用边缘服务器的计算,缓存和能量资 源将…

[PDF][PDF] 基于深度强化学习的多用户边缘计算任务卸载调度与资源分配算法

邝祝芳, 陈清林, 李林峰, 邓晓衡, 陈志刚 - 计算机学报, 2022 - cjc.ict.ac.cn
Computation Offloading Scheme for Mobile Edge Computing … on deep reinforcement
learning, we propose a task offloadoffloading in mobile edge computing network, the offloading

[PDF][PDF] 区块链赋能物联网中联合资源分配与控制的智能计算迁移研究

陈思光, 王倩, 张海君, 王堃 - 计算机学报, 2022 - 159.226.43.17
Computation offloading for mobile edge computing enabled … Delay-aware microservice
coordination in mobile edge … A deep learning approach for energy efficient computational

[HTML][HTML] 基于DDPG 的MEC 视频任务卸载算法

程浩宇 - Software Engineering and Applications, 2022 - hanspub.org
… Reinforcement Learning; Task Offloading 摘要: 近年来移动边缘计算(Mobile Edge Computing,
MEC)的出现满足了边缘设备(Edge Device, ED)处理视频数据任务的需求,ED通过将任务卸载…

[PDF][PDF] 物联网系统中边缘计算卸载决策问题: 建模, 求解与分类

屠友鹏, 陈海明, 严林杰 - 小型微型计算机系统, 2021 - chenhaiming.cn
… of edge computing and computational offloading,followed by … -based delay-aware computation
offloading via mobile edgeEnergy-efficient computation offloading in 5G cellular …

超密集网络中基于MEC 的动态任务卸载方.

鲜永菊, 刘闯, 韩瑞寅, 陈万琼 - Telecommunication …, 2023 - search.ebscohost.com
Delay-aware and energy-efficient computation offloading in mobile-edge computing using
deep … approach for large-scale mobile edge computing via deep reinforcement learning [ J]. …

[PDF][PDF] 基于拉格朗日的计算迁移能耗优化策略

乐光学, 朱友康, 刘建生, 戴亚盛, 游真旭, 徐浩 - 电信科学, 2018 - infocomm-journal.com
… for energy-efficient video trans coding at the mobile edge[C]//(… Dynamic computation offloading
for mobile-edge computing … and internet cloud for delay-aware mobile cloud computing[C]/…

基于深度强化学习的组合优化研究进展

李凯文, 张涛, 王锐, 覃伟健, 贺惠晖, 黄鸿 - 自动化学报, 2021 - aas.net.cn
Delay-aware VNF scheduling: A reinforcement learning … and a mobile agent for energy-efficient
traffic control in wireless … offloading in wireless powered mobile-edge computing