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News/Bayesian Anytime Pareto Set Identification for Multi-Objective Multi-Armed Bandits
arxiv
PublishedJune 18, 2026 at 4:00 AM
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Bayesian Anytime Pareto Set Identification for Multi-Objective Multi-Armed Bandits

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arXiv:2606.18785v1 Announce Type: cross Abstract: Identifying Pareto optimal solutions is critical to support multi-objective decision-making. We introduce the first anytime Multi-Objective Multi-Armed Bandit algorithm for the Pareto Set Identification problem, taking a Bayesian approach: Top-Two Pa

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