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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

Colin N. Jones

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2 papers indexed here

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Preprint Oct 2026

Adaptive Event-Triggered Model Predictive Coverage Control with Average Update-Rate Regulation

Model predictive coverage control for multi-agent systems operates under tight communication and computation budgets, which requires it to balance the load of optimization against responsiveness to varying spatial priorities. With a fixed event threshold, the update rate varies with operating conditions, making a presc...

Peng-Bo Zhu, Ji-Cheng Shi, Colin N. Jones et al. · 0 citations
Preprint Sep 2026

User-specified Kelvin-hour budgets within model predictive control for energy-efficient buildings: Simulation and field demonstration

For energy-efficient building control, model predictive control (MPC) has been widely proposed to reduce energy use while maintaining prescribed indoor temperature bounds. In practice, MPC implementations may still produce temperature-bound violations because of model mismatch, weather-forecast errors, and softened con...

Ji-Cheng Shi, Colin N. Jones · 0 citations

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