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"Open Problem: First-Order Regret Bounds for Contextual Bandits."
Alekh Agarwal et al. (2017)
- Alekh Agarwal, Akshay Krishnamurthy, John Langford, Haipeng Luo, Robert E. Schapire:

Open Problem: First-Order Regret Bounds for Contextual Bandits. COLT 2017: 4-7

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