Deep Reinforcement Learning Assisted Federated Learning Algorithm for
Data Management of IIoT

Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT

3 February 2022

Papers citing "Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT"

17 / 17 papers shown

Title
Ten Challenging Problems in Federated Foundation Models Tao Fan Hanlin Gu Xuemei Cao Chee Seng Chan Qian Chen ... Y. Zhang Xiaojin Zhang Zhenzhe Zheng Lixin Fan Qiang Yang FedML 89 4 0 14 Feb 2025
Federated Learning framework for LoRaWAN-enabled IIoT communication: A case study Oscar Torres Sanchez Guilherme Borges Duarte Raposo André Rodrigues Fernando Boavida Jorge Sá Silva 30 0 0 15 Oct 2024
Personalized Federated Learning for Generative AI-Assisted Semantic Communications Yubo Peng Feibo Jiang Li Dong Kezhi Wang Kun Yang 43 2 0 03 Oct 2024
FedSlate:A Federated Deep Reinforcement Learning Recommender System Yongxin Deng Xihe Qiu Xiaoyu Tan Yaochu Jin FedML 96 0 0 23 Sep 2024
Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain Weiliang Chen Li Jia Yang Zhou Qianqian Ren 34 0 0 28 Jul 2024
Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing Cui Zhang Wenjun Zhang Qiong Wu Pingyi Fan Qiang Fan Jiangzhou Wang Khaled B. Letaief 35 29 0 11 Jul 2024
On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning M. Chahoud Hani Sami Azzam Mourad Hadi Otrok Jamal Bentahar Mohsen Guizani 29 0 0 12 May 2024
Distributed client selection with multi-objective in federated learning assisted Internet of Vehicles Narisu Cha Long Chang 30 0 0 06 Jan 2024
Dynamic Fair Federated Learning Based on Reinforcement Learning Weikang Chen Junping Du Yingxia Shao Jia Wang Yangxi Zhou FedML 24 3 0 02 Nov 2023
FedDRL: A Trustworthy Federated Learning Model Fusion Method Based on Staged Reinforcement Learning Leiming Chen Kai Wang Cihao Dong Sibo Qiao Ziling Huang Yuming Nie Zhaoxiang Hou C. Tan FedML 20 2 0 25 Jul 2023
Machine Learning for Large-Scale Optimization in 6G Wireless Networks Yandong Shi Lixiang Lian Yuanming Shi Zixin Wang Yong Zhou Liqun Fu Lin Bai Jun Zhang Wei Zhang AI4CE 42 76 0 03 Jan 2023
Federated clustering with GAN-based data synthesis Jie Yan Jing Liu Jianpeng Qi Zhonghan Zhang FedML 39 7 0 29 Oct 2022
Dap-FL: Federated Learning flourishes by adaptive tuning and secure aggregation Qian Chen Zilong Wang Jiawei Chen Haonan Yan Xiaodong Lin FedML 10 17 0 08 Jun 2022
A Fair Federated Learning Framework With Reinforcement Learning Yaqi Sun Shijing Si Jianzong Wang Yuhan Dong Z. Zhu Jing Xiao FedML 30 7 0 26 May 2022
Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method Peiying Zhang Chao Wang Neeraj Kumar Lei Liu 6 76 0 03 Feb 2022
Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning Peiying Zhang Chao Wang Neeraj Kumar Weishan Zhang Lei Liu GNN 16 53 0 03 Feb 2022
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions Thippa Reddy Gadekallu Viet Quoc Pham Thien Huynh-The S. Bhattacharya Praveen Kumar Reddy Maddikunta Madhusanka Liyanage FedML AI4CE 50 39 0 08 Oct 2021