Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach

IEEE Transactions on Communications ◽

10.1109/tcomm.2021.3088305 ◽

2021 ◽

pp. 1-1

Author(s):

Nguyen Van Huynh ◽

Diep N. Nguyen ◽

Dinh Thai Hoang ◽

Eryk Dutkiewicz

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

High Mobility ◽

Learning Approach ◽

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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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UAV-assisted Online Video Downloading in Vehicular Networks: A Reinforcement Learning Approach

2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) ◽

10.1109/vtc2020-spring48590.2020.9128613 ◽

2020 ◽

Author(s):

Ke Zheng ◽

Yanglong Sun ◽

Zhiping Lin ◽

Yuliang Tang

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

Learning Approach ◽

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Resource Allocation in MEC-enabled Vehicular Networks: A Deep Reinforcement Learning Approach

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infocomwkshps50562.2020.9162980 ◽

2020 ◽

Author(s):

Guoping Tan ◽

Huipeng Zhang ◽

Siyuan Zhou

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Vehicular Networks ◽

Learning Approach

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Software-Defined Vehicular Networks With Trust Management: A Deep Reinforcement Learning Approach

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2020.3025684 ◽

2020 ◽

pp. 1-15

Author(s):

Dajun Zhang ◽

F. Richard Yu ◽

Ruizhe Yang ◽

Li Zhu

Keyword(s):

Reinforcement Learning ◽

Trust Management ◽

Vehicular Networks ◽

Learning Approach

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Collaborative Computing in Vehicular Networks: A Deep Reinforcement Learning Approach

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

10.1109/icc40277.2020.9149333 ◽

2020 ◽

Author(s):

Mushu Li ◽

Jie Gao ◽

Ning Zhang ◽

Lian Zhao ◽

Xuemin Shen

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

Learning Approach ◽

Collaborative Computing

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Computation Migration and Resource Allocation in Heterogeneous Vehicular Networks: A Deep Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2020.3024683 ◽

2020 ◽

Vol 8 ◽

pp. 171140-171153

Author(s):

Hui Wang ◽

Hongchang Ke ◽

Gang Liu ◽

Weijia Sun

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Vehicular Networks ◽

Learning Approach

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User Association for Load Balancing in Vehicular Networks: An Online Reinforcement Learning Approach

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2017.2709462 ◽

2017 ◽

Vol 18 (8) ◽

pp. 2217-2228 ◽

Author(s):

Zhong Li ◽

Cheng Wang ◽

Chang-Jun Jiang

Keyword(s):

Reinforcement Learning ◽

Load Balancing ◽

Vehicular Networks ◽

User Association ◽

Learning Approach

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Resource Allocation for Delay-sensitive Vehicle-to-Multi-Edges (V2Es) Communications in Vehicular Networks: A Multi-Agent Deep Reinforcement Learning Approach

IEEE Transactions on Network Science and Engineering ◽

10.1109/tnse.2021.3075530 ◽

2021 ◽

pp. 1-1

Author(s):

Jing Wu ◽

Juzhen Wang ◽

Qimei Chen ◽

Zenghui Yuan ◽

Pan Zhou ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Vehicular Networks ◽

Learning Approach ◽

Delay Sensitive ◽

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Trajectory Planning of Multiple Dronecells in Vehicular Networks: A Reinforcement Learning Approach

IEEE Networking Letters ◽

10.1109/lnet.2020.2966976 ◽

2020 ◽

Vol 2 (1) ◽

pp. 14-18 ◽

Author(s):

Moataz Samir ◽

Dariush Ebrahimi ◽

Chadi Assi ◽

Sanaa Sharafeddine ◽

Ali Ghrayeb

Keyword(s):

Reinforcement Learning ◽

Trajectory Planning ◽

Vehicular Networks ◽

Learning Approach

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Cluster-Enabled Cooperative Scheduling Based on Reinforcement Learning for High-Mobility Vehicular Networks

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3029561 ◽

2020 ◽

Vol 69 (11) ◽

pp. 12664-12678

Author(s):

Youhua Xia ◽

Libing Wu ◽

Zhibo Wang ◽

Xi Zheng ◽

Jiong Jin

Keyword(s):

Reinforcement Learning ◽

Vehicular Networks ◽

High Mobility ◽

Cooperative Scheduling

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