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Collaborative AI Agents and Critics for Fault Detection and Cause Analysis in Network Telemetry, by Syed Eqbal Alam (SheQAI Research and University of Alberta) and Zhan Shu (University of Alberta)

Reddit r/AI_Agents · 22h ago

This arXiv paper proposes collaborative control algorithms for federated multi-agent systems with AI agents and critics, applied to fault detection and cause analysis in network telemetry, with convergence guarantees via multi-time scale stochastic approximation.

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