Observations on Darwiche and Pearl's Approach for Iterated Belief Revision

Abstract

Notwithstanding the extensive work on iterated belief revision, there is, still, no fully satisfactory solution within the classical AGM paradigm. The seminal work of Darwiche and Pearl (DP approach, for short) remains the most dominant, despite its well-documented shortcomings. In this article, we make further observations on the DP approach. Firstly, we prove that the DP postulates are, in a strong sense, inconsistent with Parikh's relevance-sensitive axiom (P), extending previous initial conflicts. Immediate consequences of this result are that an entire class of intuitive revision operators, which includes Dalal's operator, violates the DP postulates, as well as that the Independence postulate and Spohn's conditionalization are inconsistent with (P). Lastly, we show that the DP postulates allow for more revision polices than the ones that can be captured by identifying belief states with total preorders over possible worlds, a fact implying that a preference ordering (over possible worlds) is an insufficient representation for a belief state.

Cite

Text

Aravanis et al. "Observations on Darwiche and Pearl's Approach for Iterated Belief Revision." International Joint Conference on Artificial Intelligence, 2019. doi:10.24963/IJCAI.2019/209

Markdown

[Aravanis et al. "Observations on Darwiche and Pearl's Approach for Iterated Belief Revision." International Joint Conference on Artificial Intelligence, 2019.](https://mlanthology.org/ijcai/2019/aravanis2019ijcai-observations/) doi:10.24963/IJCAI.2019/209

BibTeX

@inproceedings{aravanis2019ijcai-observations,
  title     = {{Observations on Darwiche and Pearl's Approach for Iterated Belief Revision}},
  author    = {Aravanis, Theofanis I. and Peppas, Pavlos and Williams, Mary-Anne},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2019},
  pages     = {1509-1515},
  doi       = {10.24963/IJCAI.2019/209},
  url       = {https://mlanthology.org/ijcai/2019/aravanis2019ijcai-observations/}
}