Multi-agent Reinforcement Learning for Joint Wireless and Computational Resource Allocation in Mobile Edge Computing System

Ad Hoc Networks - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ◽

10.1007/978-3-030-37262-0_12 ◽

2019 ◽

pp. 149-161

Author(s):

Yawen Zhang ◽

Weiwei Xia ◽

Feng Yan ◽

Huaqing Cheng ◽

Lianfeng Shen

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Computing System ◽

Edge Computing ◽

Mobile Edge Computing ◽

Computational Resource ◽

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Joint Data Offloading and Resource Allocation for Multi-Cloud Heterogeneous Mobile Edge Computing Using Multi-Agent Reinforcement Learning

2019 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/globecom38437.2019.9013596 ◽

2019 ◽

Author(s):

Yutong Zhang ◽

Boya Di ◽

Zijie Zheng ◽

Jinlong Lin ◽

Lingyang Song

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Mobile Edge Computing ◽

Data Offloading ◽

Multi Agent ◽

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Task-oriented Resource Allocation for Mobile Edge Computing with Multi-Agent Reinforcement Learning

10.1109/vtc2021-fall52928.2021.9625217 ◽

2021 ◽

Author(s):

Yue Zou ◽

Fei Shen ◽

Feng Yan ◽

Liang Tang

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Mobile Edge Computing ◽

Multi Agent ◽

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Deep reinforcement learning for dynamic computation offloading and resource allocation in cache-assisted mobile edge computing systems

Intelligent and Converged Networks ◽

10.23919/icn.2020.0014 ◽

2020 ◽

Vol 1 (2) ◽

pp. 181-198

Author(s):

Samrat Nath ◽

Jingxian Wu

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing ◽

Computing Systems ◽

Dynamic Computation

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Deep reinforcement learning-based computation offloading and resource allocation in security-aware mobile edge computing

Wireless Networks ◽

10.1007/s11276-021-02643-w ◽

2021 ◽

Author(s):

H. C. Ke ◽

H. Wang ◽

H. W. Zhao ◽

W. J. Sun

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Computation Offloading ◽

Mobile Edge Computing

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Joint Wireless and Computational Resource Allocation based on Hierarchical Game for Mobile Edge Computing

IEICE Transactions on Communications ◽

10.1587/transcom.2020ebp3171 ◽

2021 ◽

Author(s):

Weiwei XIA ◽

Zhuorui LAN ◽

Lianfeng SHEN

Keyword(s):

Resource Allocation ◽

Edge Computing ◽

Mobile Edge Computing ◽

Computational Resource

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Enhanced resource allocation in mobile edge computing using reinforcement learning based MOACO algorithm for IIOT

Computer Communications ◽

10.1016/j.comcom.2020.01.018 ◽

2020 ◽

Vol 151 ◽

pp. 355-364 ◽

Author(s):

S. Vimal ◽

Manju Khari ◽

Nilanjan Dey ◽

Rubén González Crespo ◽

Y. Harold Robinson

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Mobile Edge Computing

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Smart Resource Allocation for Mobile Edge Computing: A Deep Reinforcement Learning Approach

IEEE Transactions on Emerging Topics in Computing ◽

10.1109/tetc.2019.2902661 ◽

2019 ◽

pp. 1-1 ◽

Author(s):

Jiadai Wang ◽

Lei Zhao ◽

Jiajia Liu ◽

Nei Kato

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach

2019 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/gcwkshps45667.2019.9024603 ◽

2019 ◽

Author(s):

Sihua Wang ◽

Mingzhe Chen ◽

Xuanlin Liu ◽

Changchuan Yin

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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Task Scheduling Based on Priority and Resource Allocation in Multi-User Multi-Task Mobile Edge Computing System

2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) ◽

10.1109/pimrc.2019.8904174 ◽

2019 ◽

Author(s):

Pouria Paymard ◽

Nader Mokari ◽

Mehdi Orooji

Keyword(s):

Resource Allocation ◽

Task Scheduling ◽

Computing System ◽

Edge Computing ◽

Mobile Edge Computing

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Deep Neural Network Based Computational Resource Allocation for Mobile Edge Computing

2018 IEEE Globecom Workshops (GC Wkshps) ◽

10.1109/glocomw.2018.8644391 ◽

2018 ◽

Author(s):

Ji Li ◽

Tiejun Lv

Keyword(s):

Neural Network ◽

Resource Allocation ◽

Deep Neural Network ◽

Edge Computing ◽

Mobile Edge Computing ◽

Computational Resource

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