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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

Saverio Bolognani

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2 papers indexed here

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Preprint Sep 2026

Bi-ZOL: Bilevel Zeroth-Order Learning with Nonsmooth Responses

This paper studies lower-level-constrained bilevel optimization in a response-oracle setting, where lower-level model information is unavailable and the induced response mapping is locally Lipschitz but potentially nonsmooth. In this setting, the classical response Jacobian and reduced hypergradient may fail to exist....

Zhi-Sen Jiang, Saverio Bolognani · 0 citations
Preprint Sep 2026

Strategically Robust Game-Theoretic Multi-Agent Trajectory Optimization

Aviation authorities worldwide expect Advanced Air Mobility (AAM) traffic management to be decentralized among service providers, requiring AAM flights to autonomously plan trajectories by predicting other flights'control inputs rather than relying on centralized coordination. Game-theoretic approaches that formulate m...

Victor L. Qin, Nicolas Lanzetti, Saverio Bolognani et al. · 0 citations

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