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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jing Mei

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#federated learning Oct 2026

Transformer-Enhanced Task Offloading With Privacy Preservation in Heterogeneous and Dynamic Edge Networks

The exponential growth of edge devices and growing demand for low-latency, high-throughput applications have established edge computing as essential infrastructure. Edge computing enables near-data computation to alleviate device burdens, yet task offloading optimization remains challenging due to the heterogeneous, dy...

Zhao Tong, Shi-Zhen Xiao, Xi Zhang et al. · 0 citations
2026

Energy-Aware Multi-UAV Collaboration for Data Collection and Trajectory Planning With MADDPG

Unmanned Aerial Vehicles (UAVs) are pivotal for facilitating data collection in emergency scenarios. Despite the potential of Multi-Agent Deep Reinforcement Learning (MADRL) in coordinating such systems, existing researches struggle to resolve the high-dimensional coupling of data collection, trajectory planning, and e...

Jing Mei, Jing-Lei Xu, Zhao Tong et al. · 0 citations

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