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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

Jia-Yi Zhang

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Aug 2026

ADG-GWO: Adaptive Dynamic Guided Grey Wolf Optimizer for Intelligent Scheduling of Power Distribution Networks Based on Load Forecasting

Accurate scheduling optimization in modern power distribution networks requires both reliable load forecasting and efficient global optimization. However, existing approaches often suffer from performance bottlenecks such as poor adaptability to fluctuating load patterns, slow convergence under dynamic conditions, and...

Jia-Yi Zhang, Yan-Qian Lu, Hua-Quan Su et al. · 0 citations
Jul 2026

Safe Multi-Agent Collaborative Learning for Networked Grid Operation Under Power Network Coupling Constraints

This paper formulate networked grid operation as a constrained decentralized partially observable Markov decision process and proposes a safe multi-agent collaborative learning framework that aims to reduce operating cost, load shedding, renewable curtailment, and carbon-relevant corrective burden.

Jia-Yi Zhang, Bing Fang, Huan-Xiu Xiao et al. · 0 citations

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