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Beyond the Edge: An Advanced Exploration of Reinforcement Learning for
  Mobile Edge Computing, its Applications, and Future Research Trajectories

Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories

22 April 2024
Ning Yang
Shuo Chen
Haijun Zhang
Randall Berry
    OffRL
ArXivPDFHTML

Papers citing "Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories"

11 / 11 papers shown
Title
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
J. H. Liu
Yao Du
Kun Yang
Yan Wang
Xiping Hu
Z. Wang
Y. Liu
Peng Sun
Azzedine Boukerche
Victor C.M. Leung
29
0
0
03 May 2025
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
Lingyi Cai
Jiacheng Wang
Ruichen Zhang
Y. Zhang
Tao Jiang
Dusit Niyato
Xianbin Wang
Abbas Jamalipour
X. Shen
38
0
0
12 Apr 2025
Hybrid Real- and Complex-valued Neural Network Architecture
Hybrid Real- and Complex-valued Neural Network Architecture
Alex Young
L. V. Fiorio
Bo Yang
B. Karanov
Wim J. van Houtum
Ronald M. Aarts
26
0
0
04 Apr 2025
Generative AI-Enhanced Cooperative MEC of UAVs and Ground Stations for Unmanned Surface Vehicles
Generative AI-Enhanced Cooperative MEC of UAVs and Ground Stations for Unmanned Surface Vehicles
Jiahao You
Ziye Jia
Chao Dong
Qihui Wu
Zhu Han
76
1
0
12 Feb 2025
Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities:
  Robustness, Safety, and Generalizability
Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability
Mengdi Xu
Zuxin Liu
Peide Huang
Wenhao Ding
Zhepeng Cen
Bo-wen Li
Ding Zhao
59
45
0
16 Sep 2022
Joint Caching and Transmission in the Mobile Edge Network: A Multi-Agent
  Learning Approach
Joint Caching and Transmission in the Mobile Edge Network: A Multi-Agent Learning Approach
Qirui Mi
Ning Yang
Haifeng Zhang
Haijun Zhang
Jun Wang
22
4
0
09 Sep 2022
Multi-Agent Constrained Policy Optimisation
Multi-Agent Constrained Policy Optimisation
Shangding Gu
J. Kuba
Munning Wen
Ruiqing Chen
Ziyan Wang
Zheng Tian
Jun Wang
Alois Knoll
Yaodong Yang
79
49
0
06 Oct 2021
Reinforcement Learning for IoT Security: A Comprehensive Survey
Reinforcement Learning for IoT Security: A Comprehensive Survey
Aashma Uprety
D. Rawat
AAML
22
96
0
14 Feb 2021
Domain Adaptation In Reinforcement Learning Via Latent Unified State
  Representation
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation
Jinwei Xing
Takashi Nagata
Kexin Chen
Xinyun Zou
Emre Neftci
J. Krichmar
OOD
19
34
0
10 Feb 2021
Edge Intelligence: The Confluence of Edge Computing and Artificial
  Intelligence
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence
Shuiguang Deng
Hailiang Zhao
Weijia Fang
Jianwei Yin
Schahram Dustdar
Albert Y. Zomaya
60
598
0
02 Sep 2019
Causal Inference and Causal Explanation with Background Knowledge
Causal Inference and Causal Explanation with Background Knowledge
Christopher Meek
CML
196
628
0
20 Feb 2013
1