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pessimism optimism

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covering constraint (1) guaranteed revenue (1) constraint violation (1) optimistic algorithm (1) regret bound (1) multi-armed bandit (1) constraint satisfaction (1) online learning (1)

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Multi-armed bandits with guaranteed revenue per arm AISTATS 2024