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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 Yang

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Preprint Aug 2026

Rethinking Self-Evolving Agents: Do We Still Need Prescribed Optimization Pipelines?

This work introduces Open-Ended Optimization (OEO), which keeps the objective, permitted interactions, resource budget, data boundary, and evaluation fixed while allowing the optimizer to compose the improvement process online.

Xue Hui, Fan Yang · 0 citations

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