An Efficient Deep Reinforcement Learning Based Distributed Channel Multiplexing Framework for V2X Communication Networks

2021 IEEE International Conference on Consumer Electronics and Computer Engineering (ICCECE) ◽

10.1109/iccece51280.2021.9342305 ◽

2021 ◽

Author(s):

Run Hu ◽

Xinguo Wang ◽

Yuyuan Su ◽

Bin Yang

Keyword(s):

Reinforcement Learning ◽

Communication Networks

Download Full-text

Intelligent Resource Allocation Based on Reinforcement Learning for NOMA Vehicular Cooperative Communication Networks

10.1109/iccse51940.2021.9569512 ◽

2021 ◽

Author(s):

Hao Zeng ◽

Lintao Zhang ◽

Yuliang Tang ◽

Yanglong Sun ◽

Yuqi Ruan

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Communication Networks ◽

Cooperative Communication

Download Full-text

Cyber-Physical Risk Driven Routing Planning with Deep Reinforcement-Learning in Smart Grid Communication Networks

2020 International Wireless Communications and Mobile Computing (IWCMC) ◽

10.1109/iwcmc48107.2020.9148342 ◽

2020 ◽

Author(s):

Zhuojun Jin ◽

Peng Yu ◽

Shao Yong Guo ◽

Lei Feng ◽

Fanqin Zhou ◽

...

Keyword(s):

Reinforcement Learning ◽

Communication Networks ◽

Physical Risk ◽

Smart Grid Communication

Download Full-text

Reinforcement Learning-based Collision Avoidance and Optimal Trajectory Planning in UAV Communication Networks

IEEE Transactions on Mobile Computing ◽

10.1109/tmc.2020.3003639 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Yu-Hsin Hsu ◽

Rung-Hung Gau

Keyword(s):

Reinforcement Learning ◽

Collision Avoidance ◽

Communication Networks ◽

Trajectory Planning ◽

Optimal Trajectory ◽

Optimal Trajectory Planning

Download Full-text

Co-Allocation of Service Routing in SDN-driven 5G IP+Optical Smart Grid Communication Networks based on Deep Reinforcement Learning

2020 International Wireless Communications and Mobile Computing (IWCMC) ◽

10.1109/iwcmc48107.2020.9148496 ◽

2020 ◽

Author(s):

Qingliu Ma ◽

Ao Xiong ◽

Peng Yu ◽

Shaoyong Guo ◽

Ningzhe Xing ◽

...

Keyword(s):

Reinforcement Learning ◽

Communication Networks ◽

Service Routing ◽

Smart Grid Communication

Download Full-text

Multi-Agent Deep Reinforcement Learning for Distributed Resource Management in Wirelessly Powered Communication Networks

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.3029609 ◽

2020 ◽

Vol 69 (11) ◽

pp. 14055-14060

Author(s):

Sangwon Hwang ◽

Hanjin Kim ◽

Hoon Lee ◽

Inkyu Lee

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Communication Networks ◽

Distributed Resource Management ◽

Download Full-text

The Next Generation Heterogeneous Satellite Communication Networks: Integration of Resource Management and Deep Reinforcement Learning

IEEE Wireless Communications ◽

10.1109/mwc.001.1900178 ◽

2020 ◽

Vol 27 (2) ◽

pp. 105-111 ◽

Author(s):

Boyu Deng ◽

Chunxiao Jiang ◽

Haipeng Yao ◽

Song Guo ◽

Shanghong Zhao

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Communication Networks ◽

Satellite Communication ◽

Next Generation ◽

Networks Integration

Download Full-text

Adaptive Packet Routing on Communication Networks Based on Reinforcement Learning

Lecture Notes in Networks and Systems - Advances in Information and Communication ◽

10.1007/978-3-030-12385-7_12 ◽

2019 ◽

pp. 142-151

Author(s):

Tanyaluk Deeka ◽

Boriboon Deeka ◽

Surajate On-rit

Keyword(s):

Reinforcement Learning ◽

Communication Networks ◽

Download Full-text

Comparing a class of dynamic model-based reinforcement learning schemes for handoff prioritization in mobile communication networks

Expert Systems with Applications ◽

10.1016/j.eswa.2011.01.082 ◽

2011 ◽

Vol 38 (7) ◽

pp. 8730-8737 ◽

Author(s):

El-Sayed M. El-Alfy ◽

Yu-Dong Yao

Keyword(s):

Reinforcement Learning ◽

Dynamic Model ◽

Communication Networks ◽

Mobile Communication ◽

Model Based ◽

Mobile Communication Networks ◽

Learning Schemes

Download Full-text

Efficient QoS Provisioning for Adaptive Multimedia in Mobile Communication Networks by Reinforcement Learning

Mobile Networks and Applications ◽

10.1007/s11036-005-4464-2 ◽

2005 ◽

Vol 11 (1) ◽

pp. 101-110 ◽

Author(s):

Yu Fei ◽

Vincent W. S. Wong ◽

Victor C. M. Leung

Keyword(s):

Reinforcement Learning ◽

Communication Networks ◽

Mobile Communication ◽

Qos Provisioning ◽

Mobile Communication Networks ◽

Adaptive Multimedia

Download Full-text

Efficient QoS provisioning for adaptive multimedia in mobile communication networks by reinforcement learning

First International Conference on Broadband Networks ◽

10.1109/broadnets.2004.39 ◽

2004 ◽

Author(s):

Fei Yu ◽

V.W.S. Wong ◽

V.C.M. Leung

Keyword(s):

Reinforcement Learning ◽

Communication Networks ◽

Mobile Communication ◽

Qos Provisioning ◽

Mobile Communication Networks ◽

Adaptive Multimedia

Download Full-text