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Dueling Bandits dataset and benchmarks · SOTA2 Research

Research Datasets

Dueling Bandits

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Strong Regret Minimization

Dueling Bandits

2Theoretical Guarantee (Order)

2

Weak Regret Minimization

Dueling Bandits

2Regret Bound

1

Best Arm Identification

Dueling Bandits

2Guarantee

1

Popular tasks

Best Arm Identification Weak Regret Minimization Strong Regret Minimization

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