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cs.LG 1

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2026 1

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CONDITIONAL 1

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The Sample Complexity of Policy Learning with Mu-Resets

cs.LG · 2026-08-07 · conditional · novelty 8.0

Under mu-resets and policy realizability, sample complexity is exp(Theta(H)) under all-policy concentrability and exp(Theta(sqrt H)) under pushforward concentrability.

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  • The Sample Complexity of Policy Learning with Mu-Resets cs.LG · 2026-08-07 · conditional · none · ref 7

    Under mu-resets and policy realizability, sample complexity is exp(Theta(H)) under all-policy concentrability and exp(Theta(sqrt H)) under pushforward concentrability.