2026
Multi-Armed Bandits with Minimum Aggregated Revenue Constraints
ICLR 2026poster
We examine a multi-armed bandit problem with contextual information, where the objective is to ensure that each arm receives a minimum aggregated reward across contexts while simultaneously maximizing the total cumulative reward. This framework captures a broad class of real-world applications where…