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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

M. Farrell

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Jul 2026

Run-time Quantitative Operational Monitoring for BDI Agents

This paper proposes a run-time quantitative operational monitoring methodology based on Discrete-Time Markov Chains (DTMCs), integrating execution traces with probabilistic model checking, and advances agent verification from pre-deployment analysis to ongoing quantitative assurance under uncertainty.

M. Farrell, Angelo Ferrando, Mengwei Xu · 0 citations

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