基于深度强化学习方法的无线多跳网络能量高效机会路由

靳晓晗, 岩延, 张宝贤 - 中国科学院大学学报 - journal.ucas.ac.cn
… routing for wireless multihop networks: a deep reinforcement learning approach[J]. Journal
… Energy consumption is also a crucial issue in the study of a wireless multihop network to …

基於深度學習之謠言檢測法: 以食安謠言為例

MS Lyu - 2020 - ir.lib.ncu.edu.tw
… early machine learning classifiers to the more modern deep learning methods that gained
popularity in recent … Our study uses Google’s open source language model, BERT, with some …

带有网络智能体的去中心化多智能体强化学习进展

E Board, RG Dist, ZJU Press - Frontiers, 2021 - jzus.zju.edu.cn
machine learning and control systems. Recent development of (single-agent) deep
reinforcement … In this paper, we review recent advances on a sub-area of this topic: decentralized …

人工智能与无线通信

王俊, 李榕, 王坚, 葛屹群, 张其蕃… - 信息与电子工程前沿 …, 2022 - fitee.zjujournals.com
… all the required scenarios and needs further study. A “soft” Tanner graph … Deep learning for
intelligent wireless networks: a … A deepreinforcement learning approach for software-defined …

[HTML][HTML] 智能背景下机器学习在柔性应变传感器中的应用研究进展

卢妍, 洪岩, 方剑 - 纺织学报, 2024 - fzxb.org.cn
… based on smart textiles combined with machine learning. The goal of the review is to
understand and broaden the application of machine learning in the field of flexible strain sensors. …

[HTML][HTML] 使用深度強化學習在大規模多輸入多輸出正交分頻多重進接及混合波束成型系統之子載波配置

JW Li - 2022 - ir.lib.ncu.edu.tw
… algorithms, we use a deep reinforcement learning (DRL) algorithm to solve real-time
decision-making problems. Further, we propose the dueling double deep Q-network (Dueling-…

使用多代理人強化學習於無線快取網路設計空中基地台三維路徑之研究

KM Liao - 2021 - ir.lib.ncu.edu.tw
… In response, we propose a novel multi-agent reinforcement learning based framework to
determine the optimal 3D trajectory of each UAV in a distributed manner without a central …

空天地一体化网络技术: 探索与展望

沈学民, 承楠, 周海波, 吕丰, 权伟, 时伟森… - 物联网 …, 2020 - infocomm-journal.com
… ,提出了基于强化学习(RL, reinforcement learning)的空天地一体化网络… Then, the reinforcement
learning (RL) framework was … As a case study, the method of applying deep RL (DRL) was …

[PDF][PDF] Performance Analysis and Energy Conservation of Cellular Mobile Networks 無線蜂巢網絡的性能分析和節能

電子工程系 - 2016 - ee.cityu.edu.hk
… A comparative simulation study is … Cellular Networks reviews relevant concepts and
definitions for performance evaluation of channel borrowing or user association schemes in cellular

[HTML][HTML] 机器学习技术在现代农业气象中的应用

李颖, 陈怀亮 - 应用气象学报, 2020 - qikan.camscma.cn
Machine learning technology also has great application potential in loss assessment for
agrometeorological disasters. From the aspect of parameter prediction, the hydrological, soil …