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Learning When to Automate: Queue Control in Human-AI Service Systems

arXiv cs.LG · 2026-07-08 Cached

This paper studies a human-AI service system with an automated chatbot and human agents, proposing a UCB-DPP policy that learns unknown parameters and achieves regret Õ(K√T) while stabilizing queues.

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