KR2025Proceedings of the 22nd International Conference on Principles of Knowledge Representation and ReasoningProceedings of the 22nd International Conference on Principles of Knowledge Representation and Reasoning

Melbourne, Australia. November 11-17, 2025.

Edited by

ISSN: 2334-1033
ISBN: 978-1-956792-08-9

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Copyright © 2025 International Joint Conferences on Artificial Intelligence Organization

A Reduct-based Approach to Skeptical Preferred Reasoning in Abstract Argumentation

  1. Lars Bengel(University of Hagen)
  2. Julian Sander(University of Hagen)
  3. Matthias Thimm(University of Hagen)

Keywords

  1. Argumentation
  2. Algorithms
  3. Reasoning
  4. Semantics

Abstract

We consider abstract argumentation frameworks and, in particular, the problem of skeptical reasoning wrt. preferred semantics, i.e., deciding whether a given argument is contained in every preferred extension of the argumentation framework. We introduce a novel SAT-based approach, building on recent results from the literature, that searches through complete extensions to efficiently decide this problem. It also employs effective simplification procedures to shorten computation times. As our experimental evaluation shows, our algorithm significantly outperforms state-of-the-art approaches.