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Propositional Abduction via Only-Knowing: A Non-Monotonic Approach

arXiv 2601.04272 ↗First posted 7 Jan 2026cs.AI cs.LOcited by 0

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Abstract (arXiv)

The paper introduces a basic logic of knowledge and abduction by extending Levesque logic of only-knowing with an abduction modal operator defined via the combination of basic epistemic concepts. The upshot is an alternative approach to abduction that employs a modal vocabulary and explores the relation between abductive reasoning and epistemic states of only knowing. Furthermore, by incorporating a preferential relation into modal frames, we provide a non-monotonic extension of our basic framework capable of expressing different selection methods for abductive explanations. Core metatheoretic properties of non-monotonic consequence relations are explored within this setting and shown to provide a well-behaved foundation for abductive reasoning.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 23 references that are in the map. First posted on arXiv 7 Jan 2026.

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References · 1

  1. 2020Neural-Symbolic Integration: A Compositional Perspectivecited by 45

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  7. 2025GEAR: A General Evaluation Framework for Abductive Reasoning
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