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Papers Benchmarks Datasets Tasks

Model-free learning research benchmarks · SOTA2 Research

Model-free learning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Stochastic MDPs Bilinear or BE

Du et al. (2021), Jin et al. (2021), Xie et al. (2023)

2Regret T Exponent

6

Mar 20, 2026

1Regret (T-dependence)

1

Mar 20, 2026

Popular datasets

Stochastic MDPs Toy MDP

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