Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks

2021 13th International Conference on Communication Software and Networks (ICCSN) ◽

10.1109/iccsn52437.2021.9463666 ◽

2021 ◽

Author(s):

Yuping Xing ◽

Yanhua Sun ◽

Lan Qiao ◽

Zhuwei Wang ◽

Pengbo Si ◽

...

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

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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 ◽

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Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9348240 ◽

2020 ◽

Author(s):

Nguyen Van Huynh ◽

Diep N. Nguyen ◽

Dinh Thai Hoang ◽

Eryk Dutkiewicz

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

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Edge Caching for Content Sharing in Vehicular Networks: Technical Challenges, Existing Approaches, and Future Directions

2021 International Conference on Information Networking (ICOIN) ◽

10.1109/icoin50884.2021.9333855 ◽

2021 ◽

Author(s):

Umar Sa'ad ◽

Demeke Shumeye Lakew ◽

Sungrae Cho

Keyword(s):

Vehicular Networks ◽

Future Directions ◽

Content Sharing ◽

Technical Challenges ◽

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Deep Reinforcement Learning-Based Latency Minimization in Edge Intelligence over Vehicular Networks

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3078480 ◽

2021 ◽

pp. 1-1

Author(s):

Ning Zhao ◽

Hao Wu ◽

F. Richard Yu ◽

Lifu Wang ◽

Weiting Zhang ◽

...

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

Latency Minimization

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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 ◽

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Towards Cooperative Caching for Vehicular Networks with Multi-level Federated Reinforcement Learning

ICC 2021 - IEEE International Conference on Communications ◽

10.1109/icc42927.2021.9500714 ◽

2021 ◽

Author(s):

Lei Zhao ◽

Yongyi Ran ◽

Hao Wang ◽

Junxia Wang ◽

Jiangtao Luo

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

Cooperative Caching ◽

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Deep Reinforcement Learning-Based Power Allocation for Ultra Reliable Low Latency Communications in Vehicular Networks

10.1109/iccc52777.2021.9580341 ◽

2021 ◽

Author(s):

Binbin Lu ◽

Haixia Zhang ◽

Tong Xue ◽

Shuaishuai Guo ◽

Hao Gai

Keyword(s):

Reinforcement Learning ◽

Power Allocation ◽

Vehicular Networks ◽

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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 ◽

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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 ◽

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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 ◽

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