A Novel Model-Assisted Decentralized Multi-Agent Reinforcement Learning for Joint Optimization of Hybrid Beamforming in Massive MIMO mmWave Systems

Author:

Yan Yan1,Zhang Baoxian1ORCID,Li Cheng2ORCID,Bai Jianjun3,Yao Zheng1

Affiliation:

1. Research Center of Ubiquitous Sensor Networks, University of Chinese Academy of Sciences, Beijing, China

2. Faculty of Engineering and Applied Science, Memorial University, St. John's, NL, Canada

3. Institute of Advanced Technology, University of Science and Technology of China, Hefei, China

Funder

National Key R&D Program of China

NSF of China

Fundamental Research Funds for the Central Universities

Natural Sciences and Engineering Research Council (NSERC) of Canada

InnovateNL SensorTECH

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications,Aerospace Engineering,Automotive Engineering

Reference46 articles.

1. Fully decentralized multi-agent reinforcement learning with networked agents;zhang;Proc Int Conf Mach Learn,2018

2. Taming the noise in reinforcement learning via soft updates;fox;Proc Conf Uncertainty of Artificial Intelligence,2016

3. Multi-agent reinforcement learning for networked system control;chu;Proc Int Conf Learn Representations,0

4. The graph neural network model;scarselli;IEEE Trans Neural Netw,2009

5. Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Efficient Resource Management for Massive MIMO Systems with Hybrid Beamforming;2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC);2024-01-29

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