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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Fan Zhou

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2 papers indexed here

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Open access Oct 2026

AGI-inspired UAV Cluster Communication Self-Organization Framework: Multi-Agent Learning and Network Optimization

Artificial General Intelligence-inspired Multi-Agent Knowledge Transfer (AGI-MAKT) is presented, a novel self-organizing framework for UAV cluster communication networks capable of self-organization and adaptation in complex, resource-constrained environments with limited human supervision.

Fan Zhou · 0 citations
Open access Jul 2026

Enhanced Soft Actor–Critic with Dual-Path Channel Attention for UAV Autonomous Navigation in Complex Environments

Compared with twin delayed deep deterministic policy gradient (TD3), SAC, and representative reinforcement learning methods such as attention-mechanism SAC based on attention mechanism enhancement, the proposed DPCA-ARF-PER-SAC method shows more balanced performance in task completion, navigation safety, and path effic...

Yu-Fei Wang, Tong Zhang, Fan Zhou et al. · 1 citation

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