On the Artificial Reasoning with Chess: A CBR vs PBR View

Zahira Ghalem, Zahira Ghalem, Karima Berramla, Karima Berramla, Thouraya Bouabana-Tebibel, Djamel Zegour

2024

Abstract

In the quest to advance artificial reasoning, this article delves into the contrasting realms of Case-Based Reasoning (CBR) and Pattern-Based Reasoning (PBR). Drawing inspiration from human thinking behavior in tackling novel problems. The study centers on the chess domain, exploring the intricacies of representation, generalization, and reasoning processes. It illuminates the fundamental trade-off between computational efficiency and decision quality in (PBR) systems. This comprehensive examination provides valuable insights into the adaptability of reasoning systems and the role of abstract knowledge bases in enhancing performance.

Paper Citation

in Harvard Style

Ghalem Z., Berramla K., Bouabana-Tebibel T. and Zegour D. (2024). On the Artificial Reasoning with Chess: A CBR vs PBR View. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration; ISBN 978-989-758-682-8, SciTePress, pages 378-385. DOI: 10.5220/0012624000003645

in Bibtex Style

@conference{mbse-ai integration24,
author={Zahira Ghalem and Karima Berramla and Thouraya Bouabana-Tebibel and Djamel Zegour},
title={On the Artificial Reasoning with Chess: A CBR vs PBR View},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration},
year={2024},
pages={378-385},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012624000003645},
isbn={978-989-758-682-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - Volume 1: MBSE-AI Integration
TI - On the Artificial Reasoning with Chess: A CBR vs PBR View
SN - 978-989-758-682-8
AU - Ghalem Z.
AU - Berramla K.
AU - Bouabana-Tebibel T.
AU - Zegour D.
PY - 2024
SP - 378
EP - 385
DO - 10.5220/0012624000003645
PB - SciTePress