A Resource-Constrained and Privacy-Preserving Edge Computing Enabled Clinical Decision System: A Federated Reinforcement Learning Approach

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3057653 ◽

2021 ◽

pp. 1-1

Author(s):

Zeyue Xue ◽

Pan Zhou ◽

Zichuan Xu ◽

Xiumin Wang ◽

Yulai Xie ◽

...

Keyword(s):

Reinforcement Learning ◽

Clinical Decision ◽

Privacy Preserving ◽

Edge Computing ◽

Learning Approach ◽

Resource Constrained ◽

Decision System ◽

System A ◽

Clinical Decision System

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Privacy-preserving incentive mechanism for multi-leader multi-follower IoT-edge computing market: A reinforcement learning approach

Journal of Systems Architecture ◽

10.1016/j.sysarc.2020.101932 ◽

2020 ◽

pp. 101932

Author(s):

Huiying Xu ◽

Xiaoyu Qiu ◽

Weikun Zhang ◽

Kang Liu ◽

Shuo Liu ◽

...

Keyword(s):

Reinforcement Learning ◽

Incentive Mechanism ◽

Privacy Preserving ◽

Edge Computing ◽

Learning Approach

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Joint relay and channel selection in relay‐aided anti‐jamming system: A reinforcement learning approach

Transactions on Emerging Telecommunications Technologies ◽

10.1002/ett.4243 ◽

2021 ◽

Author(s):

Luying Huang ◽

Tao Xu ◽

Xueqiang Chen ◽

Yitao Xu ◽

Xiao Zhang ◽

...

Keyword(s):

Reinforcement Learning ◽

Channel Selection ◽

Learning Approach ◽

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Adaptive Client Selection in Resource Constrained Federated Learning Systems: A Deep Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2021.3095915 ◽

2021 ◽

pp. 1-1

Author(s):

Hangjia Zhang ◽

Zhijun Xie ◽

Roozbeh Zarei ◽

Tao Wu ◽

Kewei Chen

Keyword(s):

Reinforcement Learning ◽

Learning Systems ◽

Learning Approach ◽

Resource Constrained

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Bi-level stochastic real-time pricing model in multi-energy generation system: A reinforcement learning approach

Energy ◽

10.1016/j.energy.2021.121926 ◽

2021 ◽

pp. 121926

Author(s):

Li Zhang ◽

Yan Gao ◽

Hongbo Zhu ◽

Li Tao

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Energy Generation ◽

Learning Approach ◽

Pricing Model ◽

Generation System ◽

System A ◽

Real Time Pricing

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Task assignment in mobile edge computing networks: a deep reinforcement learning approach

Sensors and Systems for Space Applications XIV ◽

10.1117/12.2589997 ◽

2021 ◽

Author(s):

Mingjie Feng ◽

Qi Zhao ◽

Nichole Sullivan ◽

Genshe Chen ◽

Khanh Pham ◽

...

Keyword(s):

Reinforcement Learning ◽

Task Assignment ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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User Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach

10.1109/icws53863.2021.00064 ◽

2021 ◽

Author(s):

Subrat Prasad Panda ◽

Ansuman Banerjee ◽

Arani Bhattacharya

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

Mobile Edge Computing

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Scheduling for Mobile Edge Computing With Random User Arrivals—An Approximate MDP and Reinforcement Learning Approach

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2020.2990482 ◽

2020 ◽

Vol 69 (7) ◽

pp. 7735-7750

Author(s):

Shanfeng Huang ◽

Bojie Lv ◽

Rui Wang ◽

Kaibin Huang

Keyword(s):

Reinforcement Learning ◽

Edge Computing ◽

Learning Approach ◽

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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Innovative Implementation of Antibiotic Stewardship supported by a Clinical Decision System

European Journal of Public Health ◽

10.1093/eurpub/cky212.547 ◽

2018 ◽

Vol 28 (suppl_4) ◽

Author(s):

L Velez-Lapão ◽

M Maia ◽

J Gregório ◽

I Couto ◽

P Póvoa ◽

...

Keyword(s):

Antibiotic Stewardship ◽

Clinical Decision ◽

Decision System ◽

Clinical Decision System

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