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Authors: Fabio Grassiotto and Paula Dorhofer Paro Costa

Affiliation: Dept. of Comp. Engineering and Industrial Automation (DCA), School of Electrical and Computer Engineering, University of Campinas, Campinas, Brazil

Keyword(s): Autism, Cognitive Architectures, Artificial Intelligence.

Abstract: Mind-blindness, a typical trait of autism, is the inability of an individual to attribute mental states to others. This cognitive divergence prevents the proper interpretation of the intentions and the beliefs of other individuals in a given scenario, typically resulting in social interaction problems. In this work, we propose CogToM, a novel cognitive architecture designed to process the output of computer systems and to reason according to the Theory of Mind. In particular, we present a computational implementation for the psychological model of the Theory of Mind proposed by Baron-Cohen and we explore the usefulness of the concepts of Affordances and Intention Detection to augmenting the effectiveness of the proposed architecture. We verify the results by evaluating both a canonical false-belief and a number of the Facebook bAbI dataset tasks.

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Paper citation in several formats:
Grassiotto, F. and Costa, P. (2021). CogToM: A Cognitive Architecture Implementation of the Theory of Mind. In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-758-484-8; ISSN 2184-433X, SciTePress, pages 546-553. DOI: 10.5220/0010194205460553

@conference{icaart21,
author={Fabio Grassiotto. and Paula Dorhofer Paro Costa.},
title={CogToM: A Cognitive Architecture Implementation of the Theory of Mind},
booktitle={Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2021},
pages={546-553},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010194205460553},
isbn={978-989-758-484-8},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - CogToM: A Cognitive Architecture Implementation of the Theory of Mind
SN - 978-989-758-484-8
IS - 2184-433X
AU - Grassiotto, F.
AU - Costa, P.
PY - 2021
SP - 546
EP - 553
DO - 10.5220/0010194205460553
PB - SciTePress

- Science and Technology Publications, Lda.
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