Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid
Beamforming Design

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Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design

22 January 2021

G. C. Alexandropoulos

Merouane Debbah

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Papers citing "Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design"

12 / 12 papers shown

Title
Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications Li Wei Chongwen Huang G. C. Alexandropoulos Chau Yuen Zhaoyang Zhang Mérouane Debbah 44 513 0 04 Aug 2020
Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning Chongwen Huang Ronghong Mo Chau Yuen 41 583 0 24 Feb 2020
Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends Chongwen Huang Sha Hu G. C. Alexandropoulos Alessio Zappone Chau Yuen Rui Zhang M. Di Renzo Mérouane Debbah 43 1,039 0 27 Nov 2019
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks Mingzhe Chen Zhaohui Yang Walid Saad Changchuan Yin H. Vincent Poor Shuguang Cui FedML 81 1,191 0 17 Sep 2019
Indoor Signal Focusing with Deep Learning Designed Reconfigurable Intelligent Surfaces Chongwen Huang G. C. Alexandropoulos Chau Yuen Mérouane Debbah 39 234 0 19 May 2019
An Interpretable Neural Network for Configuring Programmable Wireless Environments C. Liaskos A. Tsioliaridou Shuai Nie A. Pitsillides S. Ioannidis I. Akyildiz 40 61 0 07 May 2019
The Roadmap to 6G -- AI Empowered Wireless Networks Khaled B. Letaief Wei Chen Yuanming Shi Jun Zhang Y. Zhang 58 1,366 0 26 Apr 2019
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey Nguyen Cong Luong D. Hoang Shimin Gong Dusit Niyato Ping Wang Ying-Chang Liang Dong In Kim OffRL 88 1,441 0 18 Oct 2018
Intelligent Reflecting Surface Enhanced Wireless Network: Joint Active and Passive Beamforming Design Qingqing Wu Rui Zhang 46 693 0 05 Sep 2018
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning Xianfu Chen Honggang Zhang Celimuge Wu S. Mao Yusheng Ji Medhi Bennis OffRL 77 482 0 16 May 2018
Deep Deterministic Policy Gradient for Urban Traffic Light Control Noe Casas 66 167 0 27 Mar 2017
Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic S. Gu Timothy Lillicrap Zoubin Ghahramani Richard Turner Sergey Levine OffRL BDL 88 345 0 07 Nov 2016

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