BanditRLlib
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BanditRLProof.Algorithms.MOSSConstants

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BanditRLProof.Algorithms.MOSS

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BanditRLProof.Algorithms.MOSSExpectedOccupancy

Declarations

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theorem BanditRLProof.MOSS.log_sixtyFour_le Compiled

No declaration docstring is present; use the chapter context and exact statement below.

Used in these reading views: Bandit Book

1. Finite bandits, traces, and regret

Canonical node identitydeclaration:BanditRLProof.MOSS.log_sixtyFour_le

Reading membership is not a proof dependency. Exact assumptions remain in the Lean statement.

theorem log_sixtyFour_le : log (64 : ℝ) ≤ 17/4
theorem BanditRLProof.MOSS.largeGap_constant_fifteen Compiled

Dimensionless large-gap numerical estimate used in source Theorem 9.1.

Used in these reading views: Bandit Book

1. Finite bandits, traces, and regret

Canonical node identitydeclaration:BanditRLProof.MOSS.largeGap_constant_fifteen

Reading membership is not a proof dependency. Exact assumptions remain in the Lean statement.

theorem largeGap_constant_fifteen (q : ℝ) (hq : 64 ≤ q) : (1+8*(2*log q+sqrt (Real.pi*(2*log q))+1))/sqrt q ≤ 15
theorem BanditRLProof.MOSS.largeGap_scaled_constant_fifteen Compiled

No declaration docstring is present; use the chapter context and exact statement below.

Used in these reading views: Bandit Book

1. Finite bandits, traces, and regret

Canonical node identitydeclaration:BanditRLProof.MOSS.largeGap_scaled_constant_fifteen

Reading membership is not a proof dependency. Exact assumptions remain in the Lean statement.

theorem largeGap_scaled_constant_fifteen (δ gap : ℝ) (hδ : 0 < δ) (hg : 0 < gap) (hlarge : 8*sqrt δ ≤ gap) : gap*(1/gap^2+1+(8/gap^2)*(2*logPlus (gap^2/δ)+ sqrt (Real.pi*(2*logPlus (gap^2/δ)))+1)) ≤ gap+15/sqrt δ