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Learning.measurable_uncurry_pullCount_comp๐Ÿ”—

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measurable_uncurry_pullCount_comp๐Ÿ”—

LemmaLearning.measurable_uncurry_pullCount_comp

No docstring.

๐Ÿ”—theorem
Learning.measurable_uncurry_pullCount_comp.{u_1, u_3} {๐“ : Type u_1} {ฮฉ : Type u_3} {m๐“ : MeasurableSpace ๐“} {mฮฉ : MeasurableSpace ฮฉ} [DecidableEq ๐“] {A : โ„• โ†’ ฮฉ โ†’ ๐“} [Countable ๐“] [MeasurableSingletonClass ๐“] (hA : โˆ€ (n : โ„•), Measurable (A n)) {f : ฮฉ โ†’ ๐“} (hf : Measurable f) {g : ฮฉ โ†’ โ„•} (hg : Measurable g) : Measurable fun ฯ‰ => pullCount A (f ฯ‰) (g ฯ‰) ฯ‰
Learning.measurable_uncurry_pullCount_comp.{u_1, u_3} {๐“ : Type u_1} {ฮฉ : Type u_3} {m๐“ : MeasurableSpace ๐“} {mฮฉ : MeasurableSpace ฮฉ} [DecidableEq ๐“] {A : โ„• โ†’ ฮฉ โ†’ ๐“} [Countable ๐“] [MeasurableSingletonClass ๐“] (hA : โˆ€ (n : โ„•), Measurable (A n)) {f : ฮฉ โ†’ ๐“} (hf : Measurable f) {g : ฮฉ โ†’ โ„•} (hg : Measurable g) : Measurable fun ฯ‰ => pullCount A (f ฯ‰) (g ฯ‰) ฯ‰

Code

lemma measurable_uncurry_pullCount_comp [Countable ๐“] [MeasurableSingletonClass ๐“]
    (hA : โˆ€ n, Measurable (A n)) {f : ฮฉ โ†’ ๐“} (hf : Measurable f) {g : ฮฉ โ†’ โ„•} (hg : Measurable g) :
    Measurable (fun ฯ‰ โ†ฆ pullCount A (f ฯ‰) (g ฯ‰) ฯ‰)
Type uses (1)
Body uses (1)
Used by (6)

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Proof
by
  change Measurable ((fun aฯ‰ โ†ฆ pullCount A aฯ‰.1 (g aฯ‰.2) aฯ‰.2) โˆ˜ fun ฯ‰ โ†ฆ (f ฯ‰, ฯ‰))
  apply Measurable.comp _ (by fun_prop)
  refine measurable_from_prod_countable_right fun a โ†ฆ ?_
  change Measurable ((fun tฯ‰ โ†ฆ pullCount A a tฯ‰.1 tฯ‰.2) โˆ˜ fun ฯ‰ โ†ฆ (g ฯ‰, ฯ‰))
  apply Measurable.comp _ (by fun_prop)
  exact measurable_from_prod_countable_right (fun t โ†ฆ measurable_pullCount hA a t)

Dependency graph

Type dependencies (1)

pullCount๐Ÿ”—

DefinitionLearning.pullCount

Number of times action a was chosen up to time t (excluding t).

๐Ÿ”—def
Learning.pullCount.{u_1, u_3} {๐“ : Type u_1} {ฮฉ : Type u_3} [DecidableEq ๐“] (A : โ„• โ†’ ฮฉ โ†’ ๐“) (a : ๐“) (t : โ„•) (ฯ‰ : ฮฉ) : โ„•
Learning.pullCount.{u_1, u_3} {๐“ : Type u_1} {ฮฉ : Type u_3} [DecidableEq ๐“] (A : โ„• โ†’ ฮฉ โ†’ ๐“) (a : ๐“) (t : โ„•) (ฯ‰ : ฮฉ) : โ„•

Code

noncomputable
def pullCount (A : โ„• โ†’ ฮฉ โ†’ ๐“) (a : ๐“) (t : โ„•) (ฯ‰ : ฮฉ) : โ„• :=
  #(filter (fun s โ†ฆ A s ฯ‰ = a) (range t))
Used by (146)

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