Download lean/OAI/Dynamics/ConditionalShuffle/OverlayConditioning.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Dynamics.ConditionalShuffle.OverlayMain | |
| namespace OAI | |
| noncomputable section | |
| open scoped BigOperators Classical | |
| open Filter Topology | |
| namespace Revealed.Overlay | |
| open Thorp Thorp.Conditional | |
| def prefixMean (D p t : ℕ) (w : History D p) (f : History D p → History D t → ℝ) : ℝ := | |
| mean (fun ω : History D (p+t) => | |
| if (splitHistory D p t ω).1 = w then | |
| f (splitHistory D p t ω).1 (splitHistory D p t ω).2 else 0) / | |
| fairMass (fun ω : History D (p+t) => (splitHistory D p t ω).1) w | |
| lemma prefixMean_eq (D p t : ℕ) (w : History D p) (f : History D p → History D t → ℝ) : | |
| prefixMean D p t w f = mean (f w) := by | |
| unfold prefixMean | |
| rw [← mean_equiv (splitHistory D p t).symm, | |
| fairMass_eq_mean, ← mean_equiv (splitHistory D p t).symm] | |
| simp only [Function.comp_def, Equiv.apply_symm_apply] | |
| rw [mean_prod, mean_prod] | |
| simp only [mean_indicator] | |
| have hconst (a : History D p) : | |
| mean (fun _ : History D t => if a = w then (1 : ℝ) else 0) = | |
| if a = w then (1 : ℝ) else 0 := mean_const _ | |
| simp only [hconst] | |
| simp only [mean, Finset.sum_ite_eq', Finset.mem_univ, ite_true] | |
| have hc : (Fintype.card (History D p) : ℝ) ≠ 0 := by | |
| exact_mod_cast (Fintype.card_ne_zero : Fintype.card (History D p) ≠ 0) | |
| field_simp | |
| def preCallLayout (d p : ℕ) (g₀ : State (d+3)) (w : History (d+3) p) (phase : ℕ) : | |
| Sum (OutsideLabels d) (Position d) ≃ Position (d+3) := | |
| ((standardLayout d).trans (run (d+3) p w * g₀)).trans (rotate (d+3)^phase) | |
| def preCallRisk (d p : ℕ) (g₀ : State (d+3)) (w : History (d+3) p) (phase : ℕ) : ℝ := | |
| prefixMean (d+3) p (65536*21*(d+3)) w (fun a c => | |
| tv (conditionalLaw (d+2) (preCallLayout d p g₀ a phase) (isActive (d+3)) | |
| (65536*21*(d+3)) c) | |
| (fun _ => (Fintype.card (Equiv.Perm (Position d)) : ℝ)⁻¹)) | |
| lemma preCallRisk_eq (d p : ℕ) (g₀ : State (d+3)) (w : History (d+3) p) (phase : ℕ) : | |
| preCallRisk d p g₀ w phase = expectedTV (d+2) (preCallLayout d p g₀ w phase) | |
| (isActive (d+3)) (65536*21*(d+3)) := by | |
| exact prefixMean_eq _ _ _ _ _ | |
| lemma preCallRisk_le (d p : ℕ) (g₀ : State (d+3)) (w : History (d+3) p) (phase : ℕ) : | |
| preCallRisk d p g₀ w phase ≤ worstCallTV d := by | |
| rw [preCallRisk_eq] | |
| exact Finset.le_sup' (fun g : State (d+3) => expectedTV (d+2) ((standardLayout d).trans g) | |
| (isActive (d+3)) (65536*21*(d+3))) | |
| (Finset.mem_univ ((run (d+3) p w * g₀).trans (rotate (d+3)^phase))) | |
| theorem overlay_call_uniform_prehistory : | |
| ∀ ε : ℝ, 0 < ε → ∀ᶠ d : ℕ in atTop, | |
| ∀ (p : ℕ) (g₀ : State (d+3)) (w : History (d+3) p) (phase : ℕ), | |
| preCallRisk d p g₀ w phase < ε := by | |
| intro ε hε | |
| filter_upwards [(tendsto_order.mp overlay_call).2 ε hε] with d hd | |
| intro p g₀ w phase | |
| exact (preCallRisk_le d p g₀ w phase).trans_lt hd | |
| end Revealed.Overlay | |
| end | |
| end OAI | |