Introduction to the special section on deep reinforcement learning for future wireless communication networks

被引：4

作者：

Gong, Shimin ^{[1
]}

Hoang, Dinh Thai ^{[2
]}

Niyato, Dusit ^{[3
,4
]}

El Shafie, Ahmed ^{[5
]}

De Domenico, Antonio ^{[6
]}

Strinati, Emilio Calvanese ^{[7
]}

Hoydis, Jakob ^{[8
]}

机构：

[1] Sun Yat Sen Univ, Sch Intelligent Syst Engn, Guangzhou 510275, Guangdong, Peoples R China

[2] Univ Technol Sydney, Sch Elect & Data Engn, Sydney, NSW 2007, Australia

[3] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore

[4] Nanyang Technol Univ, Sch Phys & Math Sci, Singapore 639798, Singapore

[5] Qualcomm Technol, San Diego, CA 92121 USA

[6] CEA LETICMINATEC, F-38054 Grenoble, France

[7] CEA LETICMINATEC, Smart Devices & Telecommun European Collaborat St, F-38054 Grenoble, France

[8] Nokia Bell Labs, Res Dept, F-91620 Paris, France

来源：

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING | 2019年 / 5卷 / 04期

关键词：

Special issues and sections; Deep learning; Reinforcement learning; Wireless networks; Communication networks;

D O I：

10.1109/TCCN.2019.2954144

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

We are delighted to introduce the readers to this special section of the IEEE Transactions on Cognitive Communications and Networking (TCCN), which aims at exploring recent advances and addressing practical challenges in the applications of deep reinforcement learning (DRL) in modern wireless networks. We have received a total of 29 submissions, and after a rigorous review process, 12 articles have been selected for publication, which are briefly discussed as follows.

引用

页码：1019 / 1023

页数：5

共 50 条

[1] Introduction to the special section on "Contemporary Research Issues in Wireless Communication Networks"
Shadaram, Mehdi
Rehmani, Mubashir Husain
Song, Ye-Qiong
Varatharajan, R.
COMPUTERS & ELECTRICAL ENGINEERING, 2016, 56 : 109 - 112
[2] Deep Reinforcement Learning for Communication Flow Control in Wireless Mesh Networks
Liu, Qingzhi
Cheng, Long
Jia, Adele Lu
Liu, Cong
IEEE NETWORK, 2021, 35 (02): : 112 - 119
[3] Introduction to the special section on "Advancement in Communication Networks: From Wireless Mesh Networks, Wireless Sensor Networks, to Cellular Networks"
Shadaram, Mehdi
Rehmani, Mubashir Husain
Sai, Vyasa
COMPUTERS & ELECTRICAL ENGINEERING, 2019, 73 : 376 - 377
[4] Introduction to the special section on "Emerging Wireless Networks"
Shadaram, Mehdi
Rehmani, Mubashir Husain
Isazadeh, Ayaz
COMPUTERS & ELECTRICAL ENGINEERING, 2015, 48 : 60 - 61
[5] Deep Reinforcement Learning for Communication Networks
Galliera, Raffaele
THIRTY-EIGTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 21, 2024, : 23387 - 23388
[6] Introduction to Special Issue on Future of Wireless Communication and 6G Networks
Alazab, Mamoun
Al-Nemrat, Ameer
Shojafar, Mohammad
Li, Xinrong
INTERNATIONAL JOURNAL OF WIRELESS INFORMATION NETWORKS, 2021, 28 (03) : 231 - 233
[7] Introduction to Special Issue on Future of Wireless Communication and 6G Networks
Mamoun Alazab
Ameer Al-Nemrat
Mohammad Shojafar
Xinrong Li
International Journal of Wireless Information Networks, 2021, 28 : 231 - 233
[8] Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks
Chafii M.
Naoumi S.
Alami R.
Almazrouei E.
Bennis M.
Debbah M.
IEEE Internet of Things Magazine, 2023, 6 (04): : 18 - 24
[9] Introduction to the Special Section on Deep Learning in FPGAs
Chen, Deming
Putnam, Andrew
Wilton, Steve
ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS, 2018, 11 (03)
[10] Special Section on Communication Quality in Wireless Networks FOREWORD
Sanada, Yukitoshi
IEICE TRANSACTIONS ON COMMUNICATIONS, 2018, E101B (07) : 1522 - 1522

← 1 2 3 4 5 →