Marc Brooks

PhD student, University of Michigan - Ann Arbor

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions

#506 · Marc Brooks, Gabriel Durham, Kihyuk Hong, Ambuj Tewari

We propose a bandit framework for GenAI-powered decisions where actions (queries) affect the environment only through stochastic model outputs, and introduce algorithms tailored to this setup.