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2011.08430
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Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks
IEEE Transactions on Industrial Informatics (IEEE TII), 2020
17 November 2020
Yueyue Dai
Ke Zhang
Sabita Maharjan
Yan Zhang
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Papers citing
"Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks"
16 / 16 papers shown
Digital Twin Channel-Enabled Online Resource Allocation for 6G: Principle, Architecture and Application
Tongjie Li
Jianhua Zhang
Li Yu
Yuxiang Zhang
Yunlong Cai
Fan Xu
Guangyi Liu
135
1
0
26 Jul 2025
A Lyapunov Drift-Plus-Penalty Method Tailored for Reinforcement Learning with Queue Stability
Wenhan Xu
Jiashuo Jiang
Lei Deng
Danny Hin-Kwok Tsang
117
0
0
04 Jun 2025
Energy Optimization of Multi-task DNN Inference in MEC-assisted XR Devices: A Lyapunov-Guided Reinforcement Learning Approach
IEEE Internet of Things Journal (IEEE IoT J.), 2025
Yanzan Sun
Jiacheng Qiu
Guangjin Pan
Shugong Xu
Shunqing Zhang
Xiaoyun Wang
Shuangfeng Han
193
5
0
07 Jan 2025
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach
IEEE Transactions on Wireless Communications (IEEE TWC), 2024
Wenshuai Liu
Yaru Fu
Yongna Guo
Fu Lee Wang
Wen Sun
Yan Zhang
141
33
0
02 Sep 2024
Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing
IEEE International Conference on Mobile Adhoc and Sensor Systems (MASS), 2023
Xiangchun Chen
Jiannong Cao
Zhixuan Liang
Yuvraj Sahni
Mingjin Zhang
149
6
0
13 Mar 2024
Multiple Access in the Era of Distributed Computing and Edge Intelligence
Nikos G. Evgenidis
Nikos A. Mitsiou
Vasiliki I. Koutsioumpa
Sotiris A. Tegos
P. Diamantoulakis
G. Karagiannidis
253
33
0
26 Feb 2024
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach
IEEE Journal on Selected Areas in Information Theory (JSAIT), 2023
Christo Kurisummoottil Thomas
Walid Saad
Yong Xiao
221
33
0
25 Apr 2023
A Survey on Digital Twins: Architecture, Enabling Technologies, Security and Privacy, and Future Prospects
IEEE Internet of Things Journal (IEEE IoT J.), 2023
Yuntao Wang
Zhou Su
Shaolong Guo
Minghui Dai
Tom H. Luan
Yiliang Liu
200
179
0
31 Jan 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G
IEEE Communications Surveys and Tutorials (COMST), 2023
Xuemin Shen
Shen
Jie Gao
Wen Wu
Mushu Li
Conghao Zhou
W. Zhuang
320
296
0
02 Jan 2023
Metaverse Communications, Networking, Security, and Applications: Research Issues, State-of-the-Art, and Future Directions
IEEE Communications Surveys and Tutorials (COMST), 2022
Mansoor Ali
F. Naeem
Georges Kaddoum
Ekram Hossain
213
85
0
25 Dec 2022
A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Clement Ruah
Osvaldo Simeone
Bashir M. Al-Hashimi
444
40
0
02 Dec 2022
Digital Twin-Based Multiple Access Optimization and Monitoring via Model-Driven Bayesian Learning
Clement Ruah
Osvaldo Simeone
Bashir M. Al-Hashimi
180
7
0
11 Oct 2022
A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies
Structural And Multidisciplinary Optimization (SMO), 2022
Adam Thelen
Xiaoge Zhang
Olga Fink
Yan Lu
Sayan Ghosh
B. Youn
Michael D. Todd
S. Mahadevan
Chao Hu
Zhen Hu
SyDa
AI4CE
233
286
0
26 Aug 2022
Smart Grid: Cyber Attacks, Critical Defense Approaches, and Digital Twin
Tianming Zheng
Ming Liu
Deepak Puthal
247
27
0
24 May 2022
Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control
Jithin Jagannath
Keyvan Ramezanpour
Anu Jagannath
AI4CE
230
37
0
05 Apr 2022
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence
IEEE Access (IEEE Access), 2022
Pengjin Wei
Kun Guo
Ye Li
Jue Wang
W. Feng
Shi Jin
Ning Ge
Ying-Chang Liang
476
55
0
27 Jan 2022
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