An Alternative Theory of Stable Revision for Nondeterministic Approximation Fixpoint Theory and the Relationships

Spencer Killen, Jia Huai You, Jesse Heyninck

Research output: Chapter in Book/Report/Conference proceedingConference Article in proceedingAcademicpeer-review

Abstract

Approximation fixpoint theory (AFT) is a robust and popular mathematical framework that characterizes many nonmonotonic semantics, where the construction of stable fixpoints, called stable revision, plays a central role. Nondeterministic AFT is a recent development that redefines AFT for a nondeterministic setting to capture disjunctive semantics. This theory departs from traditional AFT by introducing distinct definitions, thus raising the question of whether deterministic AFT can be adopted directly to define nondeterministic stable revision. This work proposes such an alternate theory and creates a new way to study disjunctive semantics in terms of normal (non-disjunctive) knowledge bases. To demonstrate the viability of our framework, we show how to capture stable and partial stable models for disjunctive logic programs. We then study the relationships between this alternative theory and the state-of-the-art nondeterministic AFT.

Original languageEnglish
Title of host publicationSpecial Track on AI Alignment
EditorsToby Walsh, Julie Shah, Zico Kolter
PublisherAssociation for the Advancement of Artificial Intelligence
Pages15033-15040
Number of pages8
Edition14
ISBN (Electronic)9781577358978
DOIs
Publication statusPublished - 11 Apr 2025
Event39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025 - Philadelphia, United States
Duration: 25 Feb 20254 Mar 2025
Conference number: 39
https://aaai.org/conference/aaai/aaai-25/

Publication series

SeriesProceedings of the AAAI Conference on Artificial Intelligence
Number14
Volume39
ISSN2159-5399

Conference

Conference39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025
Abbreviated titleAAAI-25
Country/TerritoryUnited States
CityPhiladelphia
Period25/02/254/03/25
Internet address

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