2 papers
cs.LG2026
Learning When to Automate: Queue Control in Human-AI Service Systems
Giovanni Montanari, Marco Scarsini, Vianney Perchet
We study a human-AI service system in which tasks arrive sequentially and are processed through a two-stage architecture: an automated chatbot followed, when necessary, by a human…
cs.LG2026
Learning to Allocate Resources with Censored Feedback
Giovanni Montanari, Côme Fiegel, Corentin Pla +2
We study the online resource allocation problem in which at each round, a budget must be allocated across arms under censored feedback. An arm yields a reward if and only i…