Download lean/OAI/Probability/EntangledGames/Main.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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1.68 kB
| import OAI.Probability.EntangledGames.StrategyBridge | |
| namespace OAI | |
| noncomputable section | |
| open scoped BigOperators ComplexOrder | |
| namespace ThresholdParallelRepetition | |
| theorem threshold_parallel_repetition : | |
| ∃ κ₀ : ℝ, 0 < κ₀ ∧ | |
| ∀ (x y a b : ℕ) (G : Game x y a b), entangledValue G < 1 → | |
| ∀ (δ : ℝ), 0 < δ → δ < 1 - entangledValue G → | |
| ∀ (k : ℕ), 1 ≤ k → | |
| (∀ S : RepeatedStrategy x y a b k, | |
| thresholdProbability G δ S ≤ | |
| Real.exp (-κ₀ * δ ^ 13 / (1 + Real.log (((a + 1) * (b + 1) : ℕ) : ℝ)) * k)) ∧ | |
| thresholdValue (k := k) G δ ≤ | |
| Real.exp (-κ₀ * δ ^ 13 / (1 + Real.log (((a + 1) * (b + 1) : ℕ) : ℝ)) * k) := by | |
| refine ⟨((2:ℝ)^101)⁻¹, by positivity, ?_⟩ | |
| intro x y a b G _ δ hδ hδv k hk | |
| have : Nonempty (Fin k) := ⟨⟨0, by omega⟩⟩ | |
| have hs : entangledValue G+δ ≤ 1 := by linarith | |
| have hstrategy : ∀ S : RepeatedStrategy x y a b k, | |
| thresholdProbability G δ S ≤ | |
| Real.exp (-((2:ℝ)^101)⁻¹ * δ^13 / (1+Real.log (((a+1)*(b+1) : ℕ) : ℝ))*k) := by | |
| intro S | |
| rw [S.threshold_eq_model G (by omega) δ] | |
| have hh := (S.repetitionModel G).threshold_exp_bound G rfl rfl hδ hs | |
| simp only [Fintype.card_fin] at hh | |
| refine hh.trans_eq ?_ | |
| congr 1 | |
| simp only [div_eq_mul_inv, mul_inv_rev] | |
| ring | |
| refine ⟨hstrategy, ?_⟩ | |
| unfold thresholdValue | |
| apply csSup_le | |
| · let S : RepeatedStrategy x y a b k := Strategy.deterministic (fun _ => 0) (fun _ => 0) | |
| exact ⟨_, Set.mem_range_self S⟩ | |
| · rintro _ ⟨S,rfl⟩ | |
| exact hstrategy S | |
| end ThresholdParallelRepetition | |
| end | |
| end OAI | |