~/talk

Positive Almost-Sure Termination – Complexity and Proof Rules

Talkat POPL 2024 · 2024-01-14..01-20· [machine-learning]
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Shows that Positive Almost-Sure Termination (PAST) for an imperative language with rational variables, bounded nondeterministic choice and discrete probabilistic choice is Π1^1-complete, using a reduction from recursive well‑founded ω‑trees and a transformation from unbounded nondeterminism to bounded probabilistic choice. Provides an effective normal (canal) form transform that preserves PAST, and a sound-and-complete proof rule uses transfinite ordinals (ranks up to ω1^CK) — demonstrates ranking supermartingales to reals are insufficient, and the constructions and reductions are effective and implementable.

AI-written summary · about

  1. 0:00Introduction
  2. 1:14Definition and motivation
  3. 3:01PAST vs BAST example
  4. 5:12PAST complexity Π₁¹-complete
  5. 9:30Reduction to PAST
  6. 11:14Canal form programs
  7. 13:45Ranking functions with ordinals
  8. 14:49Proof rule soundness
  9. 15:09Summary of results
  10. 15:32Q&A
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