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Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing

Sep 23, 2020
Liang Wang, Kezhi Wang, Cunhua Pan, Wei Xu, Nauman Aslam, Lajos Hanzo

* Accepted by IEEE Transactions on Cognitive Communications and Networking 

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Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming

Mar 21, 2020
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo


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Artificial Intelligence Aided Next-Generation Networks Relying on UAVs

Jan 28, 2020
Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo


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Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning

Jan 03, 2020
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo

* To appear in IEEE Network Magazine 

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Thirty Years of Machine Learning:The Road to Pareto-Optimal Next-Generation Wireless Networks

Jan 24, 2019
Jingjing Wang amd Chunxiao Jiang, Haijun Zhang, Yong Ren, Kwang-Cheng Chen, Lajos Hanzo

* 75 pages, 20 figs 

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