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Deep Distributional Reinforcement Learning-Based Adaptive Routing With Guaranteed Delay Bounds 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 15
作者:  Liu, Jianmin;  Li, Dan;  Xu, Yongjun
收藏  |  浏览/下载：3/0  |  提交时间：2024/12/06
Deep distributional reinforcement learning  real-time QoS guarantees  adaptive routing  wireless multi-hop networks  Deep distributional reinforcement learning  real-time QoS guarantees  adaptive routing  wireless multi-hop networks  
Scheduling of Real-Time Wireless Flows: A Comparative Study of Centralized and Decentralized Reinforcement Learning Approaches 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2024, 页码: 16
作者:  Wang, Qi;  Huang, Jianhui;  Xu, Yongjun
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Scheduling  timely-throughput  deep reinforcement learning  real-time wireless networks  distributed system  
UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 5, 页码: 6993-7006
作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Sun, Sheng;  Liu, Zhuotao;  Xu, Ke;  Li, Zhongcheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Training  Security  Autonomous aerial vehicles  Energy consumption  Resource management  Data models  Computational modeling  Deep reinforcement learning  federated learning (FL)  physical layer security  resource allocation  unmanned aerial vehicle (UAV)  
UAV Trajectory Optimization for Large-Scale and Low-Power Data Collection: An Attention-Reinforced Learning Scheme 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 4, 页码: 3009-3024
作者:  Zhu, Yuchen;  Yang, Bo;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Autonomous aerial vehicles  Sensors  Data collection  Energy consumption  Wireless communication  Optimization  Data models  Unmanned aerial vehicle  trajectory optimization  data collection  attention model  deep reinforcement learning  LoRa  
Deep Reinforcement Learning for RIS-Aided Secure Mobile Edge Computing in Industrial Internet of Things 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 卷号: 20, 期号: 2, 页码: 2455-2464
作者:  Xu, Jianpeng;  Xu, Aoshuo;  Chen, Liangyu;  Chen, Yali;  Liang, Xiaolin;  Ai, Bo
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Industrial Internet of Things  Resource management  Task analysis  Wireless communication  Power control  Energy consumption  Mathematical models  Deep reinforcement learning (DRL)  industrial Internet of things (IIoT)  mobile edge computing (MEC)  reconfigurable intelligent surface (RIS)  secure offloading  
Consensus-Agent Deep Reinforcement Learning for Face Aging 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1795-1809
作者:  Lin, Ling;  Liu, Hao;  Liang, Jinqiao;  Li, Zhendong;  Feng, Jiao;  Han, Hu
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
Face aging  deep reinforcement learning  Markov decision process  
DRS: A deep reinforcement learning enhanced Kubernetes scheduler for microservice-based system 期刊论文
SOFTWARE-PRACTICE & EXPERIENCE, 2023, 页码: 25
作者:  Jian, Zhaolong;  Xie, Xueshuo;  Fang, Yaozheng;  Jiang, Yibing;  Lu, Ye;  Dash, Ankan;  Li, Tao;  Wang, Guiling
收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04
deep reinforcement learning  Kubernetes scheduler  microservice scheduling  resource awareness  
CAP: Communication-Aware Automated Parallelization for Deep Learning Inference on CMP Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 7, 页码: 1626-1639
作者:  Zou, Kaiwei;  Wang, Ying;  Cheng, Long;  Qu, Songyun;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2022/12/07
Kernel  Computer architecture  Multicore processing  Deep learning  System-on-chip  Parallel processing  Real-time systems  Neural networks  parallel processing  real-time and embedded systems  single-chip multiprocessors  reinforcement learning  structured sparsity  
Deep reinforcement learning in medical imaging: A literature review 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 73, 页码: 20
作者:  Zhou, S. Kevin;  Le, Hoang Ngan;  Luu, Khoa;  Nguyen, Hien, V;  Ayache, Nicholas
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Deep reinforcement learning  Medical imaging  Survey  
Cooperatively Improving Data Center Energy Efficiency Based on Multi-Agent Deep Reinforcement Learning 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 8, 页码: 32
作者:  Chi, Ce;  Ji, Kaixuan;  Song, Penglei;  Marahatta, Avinab;  Zhang, Shikui;  Zhang, Fa;  Qiu, Dehui;  Liu, Zhiyong
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
data center  energy efficiency  deep reinforcement learning  multi-agent  scheduling algorithm  cooling system