Digital Twin Enhanced Federated Reinforcement Learning With Lightweight Knowledge Distillation in Mobile Networks

Shoeprint Image Retrieval Based on Dual Knowledge Distillation for Public Security Internet of Things

(2022) Daxiang Li et al.   IEEE Internet of Things Journal

Mobility Digital Twin: Concept, Architecture, Case Study, and Future Challenges

(2022) Ziran Wang et al.   IEEE Internet of Things Journal

Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing

(2022) Dewen Qiao et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Edge-Based Federated Deep Reinforcement Learning for IoT Traffic Management

(2022) Abdallah Jarwan et al.   IEEE Internet of Things Journal

Distilling a Powerful Student Model via Online Knowledge Distillation

(2022) Shaojie Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach

(2021) Haojun Huang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Digital Twin Networks: A Survey

(2021) Yiwen Wu et al.   IEEE Internet of Things Journal

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications

(2021) Khaled B. Letaief et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Adaptive Edge Association for Wireless Digital Twin Networks in 6G

(2021) Yunlong Lu et al.   IEEE Internet of Things Journal

Cloud-Based Digital Twinning for Structural Health Monitoring Using Deep Learning

(2021) Hung Dang et al.   IEEE Transactions on Industrial Informatics

Cybertwin-Driven Federated Learning Based Personalized Service Provision for 6G-V2X

(2021) Sahaya Beni Prathiba et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

User Access Control in Open Radio Access Networks: A Federated Deep Reinforcement Learning Approach

(2021) Yang Cao et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Cooperative Federated Learning and Model Update Verification in Blockchain-Empowered Digital Twin Edge Networks

(2021) Li Jiang et al.   IEEE Internet of Things Journal

FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework

(2021) Wei Huang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Knowledge Distillation Classifier Generation Network for Zero-Shot Learning

(2021) Yunlong Yu et al.   IEEE Transactions on Neural Networks and Learning Systems

Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis

(2020) Yifei Shen et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources

(2020) Sangyoon Lee et al.   IEEE Transactions on Industrial Informatics

Dynamic Digital Twin and Federated Learning With Incentives for Air-Ground Networks

(2020) Wen Sun et al.   IEEE Transactions on Network Science and Engineering

Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks

(2019) Yasar Sinan Nasir et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS