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Regret Bound Estimation research benchmarks · SOTA2 Research

Regret Bound Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Hybrid MDPs Bilinear setting

Liu et al. (2025)

2Off-Policy Regret Bound

3

Mar 20, 2026

Hybrid MDPs {Bilinear or Coverable} + Bellman Complete + On-Policy setting

3Regret Bound (On-Policy)

1

Mar 20, 2026

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