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A Deep Reinforcement Learning Approach to Fair Distributed Dynamic Spectrum Access
MobiQuitous 2020 - 17th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services
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10.1145/3448891.3448935
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2020
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Author(s):
Syed Qaisar Jalil
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Mubashir Husain Rehmani
◽
Stephan Chalup
Keyword(s):
Reinforcement Learning
◽
Dynamic Spectrum Access
◽
Dynamic Spectrum
◽
Learning Approach
◽
Spectrum Access
Download Full-text
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A Reinforcement Learning Approach to Dynamic Spectrum Access in Internet-of-Things Networks
ICC 2019 - 2019 IEEE International Conference on Communications (ICC)
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10.1109/icc.2019.8762091
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2019
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Reinforcement learning based dynamic spectrum access in cognitive Internet of Vehicles
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10.23919/jcc.2021.07.006
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pp. 58-68
Author(s):
Xin Liu
◽
Can Sun
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Bin Lin
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Keyword(s):
Reinforcement Learning
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Dynamic Spectrum
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Multi-agent Reinforcement Learning Based Distributed Dynamic Spectrum Access
IEEE Transactions on Cognitive Communications and Networking
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10.1109/tccn.2021.3120996
◽
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pp. 1-1
Author(s):
Hasan Albinsaid
◽
Keshav Singh
◽
Sudip Biswas
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Chih-Peng Li
Keyword(s):
Reinforcement Learning
◽
Dynamic Spectrum Access
◽
Dynamic Spectrum
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Spectrum Access
◽
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Multi-user dynamic spectrum access based on reinforcement learning
Eleventh International Conference on Graphics and Image Processing (ICGIP 2019)
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10.1117/12.2557620
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2020
◽
Author(s):
Jinming Xu
◽
Zheng Dou
◽
Lin Qi
Keyword(s):
Reinforcement Learning
◽
Dynamic Spectrum Access
◽
Dynamic Spectrum
◽
Spectrum Access
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Fast Learning Cognitive Radios in Underlay Dynamic Spectrum Access: Integration of Transfer Learning into Deep Reinforcement Learning
2020 Wireless Telecommunications Symposium (WTS)
◽
10.1109/wts48268.2020.9198732
◽
2020
◽
Author(s):
Fatemeh Shah-Mohammadi
◽
Andres Kwasinski
Keyword(s):
Reinforcement Learning
◽
Transfer Learning
◽
Dynamic Spectrum Access
◽
Cognitive Radios
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Dynamic Spectrum
◽
Spectrum Access
◽
Fast Learning
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Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access
IEEE Internet of Things Journal
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10.1109/jiot.2020.2988268
◽
2020
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pp. 7517-7528
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Author(s):
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◽
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...
Keyword(s):
Reinforcement Learning
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Dynamic Spectrum Access
◽
Dynamic Spectrum
◽
Spectrum Access
◽
Model Free
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Dynamic Spectrum Access in realistic environments using reinforcement learning
2012 International Symposium on Communications and Information Technologies (ISCIT)
◽
10.1109/iscit.2012.6380943
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2012
◽
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Author(s):
Tor Andre Myrvoll
◽
Jan Erik Hakegard
Keyword(s):
Reinforcement Learning
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Dynamic Spectrum Access
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Dynamic Spectrum
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Spectrum Access
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Dynamic spectrum access with goe-location database: A utility-based distributed learning approach
2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP)
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10.1109/chinasip.2015.7230538
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2015
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Cited By ~ 1
Author(s):
Qian Zhao
◽
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◽
Cheng Ding
Keyword(s):
Dynamic Spectrum Access
◽
Distributed Learning
◽
Dynamic Spectrum
◽
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Spectrum Access
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Intelligent Dynamic Spectrum Access using Deep Reinforcement Learning for VANETs
IEEE Sensors Journal
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10.1109/jsen.2021.3056463
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2021
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pp. 1-1
Author(s):
Yonghua Wang
◽
Xueyang Li
◽
Pin Wan
◽
Ruiyu Shao
Keyword(s):
Reinforcement Learning
◽
Dynamic Spectrum Access
◽
Dynamic Spectrum
◽
Spectrum Access
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Deep Reinforcement Learning Based Dynamic Spectrum Access for D2D Communication Underlay Cellular Networks
IEEE Communications Letters
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10.1109/lcomm.2021.3079920
◽
2021
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pp. 1-1
Author(s):
Jingfei Huang
◽
Yang Yang
◽
Gang He
◽
Yang Xiao
◽
Jun Liu
Keyword(s):
Reinforcement Learning
◽
Cellular Networks
◽
Dynamic Spectrum Access
◽
Dynamic Spectrum
◽
D2d Communication
◽
Spectrum Access
Download Full-text
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