KR2026Proceedings of the 23rd International Conference on Principles of Knowledge Representation and ReasoningProceedings of the 23rd International Conference on Principles of Knowledge Representation and Reasoning

Lisbon, Portugal. July 20-23, 2026.

Edited by

ISSN: 2334-1033
ISBN: 978-1-956792-18-8

Sponsored by
Published by

Copyright © 2026 International Joint Conferences on Artificial Intelligence Organization

Proof-Search for Normative and Doxastic Reasoning and Its Use in Logical Argumentation

  1. Kees van Berkel(Institute for Logic and Computation, TU Wien, Austria)
  2. Andrea Sabatini(Classe di Lettere e Filosofia, Scuola Normale Superiore di Pisa, Italy)

Keywords

  1. null-Logical argumentation
  2. null-Sequent-style calculi
  3. null-Proof-search
  4. null-Defeasible reasoning
  5. null-Decomposition trees
  6. null-Input/output logic
  7. null-Default logic

Abstract

Logical argumentation uses calculi to generate arguments and counter-arguments to capture defeasible reasoning. In this paper, we introduce modular proof-search procedures for a large class of such argument calculi developed to capture two core forms of defeasible reasoning: normative reasoning, formalized via input/output logics, and doxastic reasoning, formalized via normal default logic. Our approach relies on modular, rule-based, and terminating decomposition trees via step-by-step decomposition of norms and defaults. When successful, a terminated decomposition tree certifies derivability of a given argument in its corresponding calculus, including arguments for obligations and beliefs, as well as defeating arguments concluding inapplicability of norms and defaults. We show how rule-based decomposition of norms and defaults is used to determine nonmonotonic inference for credulous reasoning with maximal consistent sets of norms and defaults as well as stable sets of arguments in formal argumentation.