Federated deep reinforcement learning enabled hierarchical Edge-Fog-Cloud architecture for intelligent task offloading in 6G networks.
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| Title: | Federated deep reinforcement learning enabled hierarchical Edge-Fog-Cloud architecture for intelligent task offloading in 6G networks. |
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| Authors: | Ambika B; Department of Information and Communication Engineering, Anna University, Chennai, Tamilnadu, India. ambikasenthil.cse@gmail.com., Pandian SMV; Department of Electrical and Electronics Engineering, SNS College of Technology, Coimbatore, Tamilnadu, India., Sundaravadivel P; Department of Artificial Intelligence and Machine Learning, Saveetha Engineering College, Kanchipuram, Tamilnadu, India., Vinothkumar ES; Department of Computer Science and Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, India. |
| Source: | Scientific reports [Sci Rep] 2026 Jun 25. Date of Electronic Publication: 2026 Jun 25. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-57660-6 |
