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–Neural Information Processing Systems
First provide a summary of the paper, and then address the following criteria: Quality, clarity, originality and significance. The authors give an algorithm for easy partial-monitoring games, ones that satisfy the local observability condition of Bartok et al. Their algorithm BPM attains the O(\sqrt{T}) rate which is minimax optimal for such games. Originality and Significance: There are already algorithms that attain O(\sqrt{T}) regret for easy partial monitoring games. Indeed, the authors compare themselves against the CBP algorithm of Bartok et al.
Neural Information Processing Systems
Oct-2-2025, 22:01:28 GMT