Dynamic Content Update for Wireless Edge Caching via Deep Reinforcement Learning

IEEE Communications Letters ◽

10.1109/lcomm.2019.2931688 ◽

2019 ◽

Vol 23 (10) ◽

pp. 1773-1777 ◽

Author(s):

Pingyang Wu ◽

Jun Li ◽

Long Shi ◽

Ming Ding ◽

Kui Cai ◽

...

Keyword(s):

Reinforcement Learning ◽

Dynamic Content ◽

Download Full-text

Multi-Agent Deep Reinforcement Learning Based Cooperative Edge Caching for Ultra-Dense Next-Generation Networks

IEEE Transactions on Communications ◽

10.1109/tcomm.2020.3044298 ◽

2020 ◽

pp. 1-1

Author(s):

Shuangwu Chen ◽

Zhen Yao ◽

Xiaofeng Jiang ◽

Jian Yang ◽

Lajos Hanzo

Keyword(s):

Reinforcement Learning ◽

Next Generation Networks ◽

Next Generation ◽

Multi Agent ◽

Download Full-text

Edge Caching for IoT Transient Data Using Deep Reinforcement Learning

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon43393.2020.9255111 ◽

2020 ◽

Author(s):

Shuran Sheng ◽

Peng Chen ◽

Zhimin Chen ◽

Lenan Wu ◽

Hao Jiang

Keyword(s):

Reinforcement Learning ◽

Transient Data ◽

Download Full-text

Reinforcement Learning for Energy-efficient Edge Caching in Mobile Edge Networks

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infocomwkshps51825.2021.9484635 ◽

2021 ◽

Author(s):

Hantong Zheng ◽

Huan Zhou ◽

Ning Wang ◽

Peng Chen ◽

Shouzhi Xu

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Edge Networks ◽

Download Full-text

Deep Reinforcement Learning for Cooperative Edge Caching in Future Mobile Networks

2019 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc.2019.8885516 ◽

2019 ◽

Author(s):

Ding Li ◽

Yiwen Han ◽

Chenyang Wang ◽

GaoTao Shi ◽

Xiaofei Wang ◽

...

Keyword(s):

Reinforcement Learning ◽

Mobile Networks ◽

Download Full-text

Distributed Edge Caching with Content Recommendation in Fog-RANs Via Deep Reinforcement Learning

2020 IEEE International Conference on Communications Workshops (ICC Workshops) ◽

10.1109/iccworkshops49005.2020.9145039 ◽

2020 ◽

Author(s):

Jie Yan ◽

Yanxiang Jiang ◽

Fuchun Zheng ◽

F. Richard Yu ◽

Xiqi Gao ◽

...

Keyword(s):

Reinforcement Learning ◽

Content Recommendation ◽

Download Full-text

Adaptive Video Streaming With Edge Caching and Video Transcoding Over Software-Defined Mobile Networks: A Deep Reinforcement Learning Approach

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2019.2955129 ◽

2020 ◽

Vol 19 (3) ◽

pp. 1577-1592 ◽

Author(s):

Jia Luo ◽

F. Richard Yu ◽

Qianbin Chen ◽

Lun Tang

Keyword(s):

Reinforcement Learning ◽

Video Streaming ◽

Mobile Networks ◽

Video Transcoding ◽

Learning Approach ◽

Adaptive Video Streaming ◽

Adaptive Video ◽

Download Full-text

Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity

IEEE Journal on Selected Areas in Communications ◽

10.1109/jsac.2018.2844961 ◽

2018 ◽

Vol 36 (6) ◽

pp. 1189-1202 ◽

Author(s):

Seyyed Mohammadreza Azimi ◽

Osvaldo Simeone ◽

Avik Sengupta ◽

Ravi Tandon

Keyword(s):

Dynamic Content ◽

Content Popularity ◽

Download Full-text

A Learning Approach to Edge Caching with Dynamic Content Library in Wireless Networks

2019 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/globecom38437.2019.9013584 ◽

2019 ◽

Author(s):

Xinruo Zhang ◽

Gan Zheng ◽

Sangarapillai Lambotharan ◽

Mohammad Reza Nakhai ◽

Kai-Kit Wong

Keyword(s):

Wireless Networks ◽

Learning Approach ◽

Dynamic Content ◽

Download Full-text

Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8762084 ◽

2019 ◽

Author(s):

Chen Zhong ◽

M. Cenk Gursoy ◽

Senem Velipasalar

Keyword(s):

Wireless Networks ◽

Reinforcement Learning ◽

Multi Agent ◽

Download Full-text

Blockchain-Incentivized D2D and Mobile Edge Caching: A Deep Reinforcement Learning Approach

IEEE Network ◽

10.1109/mnet.001.1900215 ◽

2020 ◽

Vol 34 (4) ◽

pp. 150-157 ◽

Author(s):

Ran Zhang ◽

F. Richard Yu ◽

Jiang Liu ◽

Renchao Xie ◽

Tao Huang

Keyword(s):

Reinforcement Learning ◽

Learning Approach ◽

Download Full-text