Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9322372 ◽

2020 ◽

Author(s):

Jiaye Lin ◽

Yuze Zout ◽

Xiaoru Dong ◽

Shimin Gong ◽

Dinh Thai Hoang ◽

...

Keyword(s):

Reinforcement Learning ◽

Wireless Communications ◽

Robust Beamforming

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Collaborative Partially-Observable Reinforcement Learning Using Wireless Communications

ICC 2021 - IEEE International Conference on Communications ◽

10.1109/icc42927.2021.9500922 ◽

2021 ◽

Author(s):

Eisaku Ko ◽

Kwang-Cheng Chen ◽

Shao-Yu Lien

Keyword(s):

Reinforcement Learning ◽

Wireless Communications ◽

Partially Observable

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Reinforcement Learning-Based Wireless Communications Against Jamming and Interference

Encyclopedia of Wireless Networks ◽

10.1007/978-3-319-32903-1_71-1 ◽

2018 ◽

pp. 1-4

Author(s):

Liang Xiao

Keyword(s):

Reinforcement Learning ◽

Wireless Communications

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Reinforcement-Learning-Enabled Massive Internet of Things for 6G Wireless Communications

IEEE Communications Standards Magazine ◽

10.1109/mcomstd.001.2000055 ◽

2021 ◽

Vol 5 (2) ◽

pp. 126-131

Author(s):

Rashid Ali ◽

Imran Ashraf ◽

Ali Kashif Bashir ◽

Yousaf Bin Zikria

Keyword(s):

Reinforcement Learning ◽

Wireless Communications ◽

Internet Of Things

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Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9322615 ◽

2020 ◽

Author(s):

Helin Yang ◽

Yang Zhao ◽

Zehui Xiong ◽

Jun Zhao ◽

Dusit Niyato ◽

...

Keyword(s):

Reinforcement Learning ◽

Wireless Communications ◽

Reflecting Surface

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Robust Beamforming for IRS-assisted Wireless Communications under Channel Uncertainty

2021 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc49053.2021.9417430 ◽

2021 ◽

Author(s):

Yongchang Deng ◽

Yuze Zou ◽

Shimin Gong ◽

Bin Lyu ◽

Dinh Thai Hoang ◽

...

Keyword(s):

Wireless Communications ◽

Robust Beamforming ◽

Channel Uncertainty

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Robust Beamforming for RIS-Assisted Wireless Communications with Discrete Phase Shifts

IEEE Wireless Communications Letters ◽

10.1109/lwc.2021.3107319 ◽

2021 ◽

pp. 1-1

Author(s):

Hui Gao ◽

Kai Cui ◽

Chongwen Huang ◽

Chau Yuen

Keyword(s):

Wireless Communications ◽

Phase Shifts ◽

Robust Beamforming ◽

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Reinforcement Learning-Based Wireless Communications Against Jamming and Interference

Encyclopedia of Wireless Networks ◽

10.1007/978-3-319-78262-1_71 ◽

2020 ◽

pp. 1190-1193

Author(s):

Liang Xiao

Keyword(s):

Reinforcement Learning ◽

Wireless Communications

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A near-optimal reinforcement learning scheme for energy efficient point-to-point wireless communications

IEEE Global Telecommunications Conference, 2004. GLOBECOM '04. ◽

10.1109/glocom.2004.1378063 ◽

2004 ◽

Author(s):

Charles Pandana ◽

K.J. Ray Liu

Keyword(s):

Reinforcement Learning ◽

Wireless Communications ◽

Energy Efficient ◽

Efficient Point ◽

Optimal Reinforcement ◽

Learning Scheme ◽

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Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2020.3024860 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Helin Yang ◽

Zehui Xiong ◽

Jun Zhao ◽

Dusit Niyato ◽

Liang Xiao ◽

...

Keyword(s):

Reinforcement Learning ◽

Wireless Communications ◽

Reflecting Surface

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(T, ∊)-Greedy Reinforcement Learning for Anti-Jamming Wireless Communications

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9322486 ◽

2020 ◽

Author(s):

Pei-Gen Ye ◽

Yuan-Gen Wang ◽

Jin Li ◽

Liang Xiao ◽

Guopu Zhu

Keyword(s):

Reinforcement Learning ◽

Wireless Communications

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