import Mathlib.MeasureTheory.Order.Lattice import Mathlib.Probability.Independence.Integration import Mathlib.Probability.Kernel.Representation import Mathlib.Probability.Kernel.IonescuTulcea.Traj import Mathlib.Probability.Process.FiniteDimensionalLaws import Mathlib.Probability.HasCondDistrib import Mathlib.MeasureTheory.Measure.ProbabilityMeasure import Mathlib.Probability.Independence.Basic import Mathlib.Probability.Independence.Conditional import Mathlib.MeasureTheory.Measure.SubFinite import Mathlib.Probability.Kernel.RadonNikodym import Mathlib.Analysis.Normed.Ring.Basic import Mathlib.MeasureTheory.Constructions.BorelSpace.Basic import Mathlib.Probability.Kernel.Composition.MapComap import Mathlib.Order.CompletePartialOrder import Mathlib.Probability.Martingale.BorelCantelli import Mathlib.Probability.IdentDistrib import Mathlib.Probability.Independence.InfinitePi import Mathlib.MeasureTheory.Function.FactorsThrough /-! # Standalone extraction for `Bandits.integrable_eval_streamMeasure` Definitions are copied verbatim; theorem proofs are replaced by `sorry`. Auto-generated by Referee. -/ set_option quotPrecheck false -- Namespace stubs (so later `open`s resolve). namespace Finset end Finset namespace MeasureTheory end MeasureTheory namespace ProbabilityTheory end ProbabilityTheory namespace Learning end Learning namespace ENNReal end ENNReal namespace Bandits end Bandits -- ═══ ForMathlib.MeasureTheory.Order.Lattice ═══ section open Finset variable {α δ : Type*} [MeasurableSpace δ] [SemilatticeInf α] {m : MeasurableSpace α} [MeasurableInf₂ α] attribute [to_dual existing] MeasurableInf₂ end -- ═══ Online.Bandit.ArrayProbSpace ═══ section open MeasureTheory ProbabilityTheory Filter Real Finset Learning open scoped ENNReal NNReal namespace Bandits variable {𝓐 R : Type*} {m𝓐 : MeasurableSpace 𝓐} {mR : MeasurableSpace R} section MeasureSpace /-- Measure of an infinite stream of rewards from each action. -/ noncomputable def streamMeasure (ν : Kernel 𝓐 R) : Measure (ℕ → 𝓐 → R) := Measure.infinitePi fun _ ↦ Measure.infinitePi ν section StreamMeasure lemma integrable_eval_streamMeasure (ν : Kernel 𝓐 ℝ) [IsMarkovKernel ν] (n : ℕ) (a : 𝓐) (h_int : Integrable id (ν a)) : Integrable (fun h : ℕ → 𝓐 → ℝ ↦ h n a) (streamMeasure ν) := sorry end StreamMeasure end MeasureSpace end Bandits end