LeanMachineLearning

Bandits.gap_nonneg_of_le๐Ÿ”—

Lemma

The gap is non-negative if the means are bounded by u : โ„ (even if ๐“ is not Finite).

๐Ÿ”—theorem
Bandits.gap_nonneg_of_le.{u_1} {๐“ : Type u_1} {m๐“ : MeasurableSpace ๐“} {ฮฝ : ProbabilityTheory.Kernel ๐“ โ„} {a : ๐“} {u : โ„} (h : โˆ€ (a : ๐“), โˆซ (x : โ„), id x โˆ‚ฮฝ a โ‰ค u) : 0 โ‰ค gap ฮฝ a
Bandits.gap_nonneg_of_le.{u_1} {๐“ : Type u_1} {m๐“ : MeasurableSpace ๐“} {ฮฝ : ProbabilityTheory.Kernel ๐“ โ„} {a : ๐“} {u : โ„} (h : โˆ€ (a : ๐“), โˆซ (x : โ„), id x โˆ‚ฮฝ a โ‰ค u) : 0 โ‰ค gap ฮฝ a

Code

lemma gap_nonneg_of_le {u : โ„} (h : โˆ€ a, (ฮฝ a)[id] โ‰ค u) : 0 โ‰ค gap ฮฝ a
Proof
by
  rw [gap, sub_nonneg]
  exact le_ciSup โŸจu, Set.forall_mem_range.2 hโŸฉ a

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Meaning last changed in v4.34.0-rc2-1-g439785b (2026-08-23), the 2th recorded change.

Self-contained, with its dependencies inlined and proofs replaced by sorry: download the raw file ยท open it in the Lean web editor.

Dependency graph

Audit surface: 1 project declarations, 24 external constants

โœ“ Proved: no sorry anywhere in its closure

This is the tool's own reading of one build's recorded axioms, and it is not robust against an author who wants it to pass. Checking meant to be relied on should go through Comparator, which replays the proof through the kernel from an export against an explicit list of permitted axioms.