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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

Yuxuan Chen

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Preprint Aug 2026

Agentic Router: An Execution-Grounded Continual Learning Approach With Memory

An execution-grounded dual-path consequence-aware agent for CLI-based SONiC operations, which generates multiple complete actions, predicts their execution consequences, and selects the final action through utility- and risk-aware reranking is proposed.

Yuxuan Chen, Rong-Peng Li, Zhi-Feng Zhao et al. · 0 citations

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