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Papers Benchmarks Datasets Tasks

Regret Analysis research benchmarks · SOTA2 Research

Regret Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Bargaining Game 2000 trajectories, pi^U behavior policy

COffeE-PSRO, R2D

1.4Regret

12

Mar 4, 2026

Bargaining Game 2000 trajectories sigma^eq behavior policy

COffeE-PSRO, R2D

0.64Regret

12

Mar 4, 2026

Bargaining Game 1000 trajectories, pi^U behavior policy

COffeE-PSRO, R2D

2.12Regret

12

Mar 4, 2026

Bargaining Game 1000 trajectories, sigma^eq behavior policy

1.01Regret

12

Mar 4, 2026

Bargaining Game 500 trajectories, pi^U behavior policy

COffeE-PSRO, RD

3.76Regret

12

Mar 4, 2026

Bargaining Game 500 trajectories, sigma^eq behavior policy

COffeE-PSRO, R2D

1.96Regret

12

Mar 4, 2026

Ergodic RiverSwim

6.3Psi

6

Jun 5, 2026

Time-varying Gaussian Process (GP) Bandits

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Bargaining Game RiverSwim Time-varying Gaussian Process (GP) Bandits

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