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Perceiving and acting out of the box
Örebro University, School of Science and Technology. (AASS)ORCID iD: 0000-0002-8631-7863
Örebro University, School of Science and Technology. (AASS)ORCID iD: 0000-0002-4001-2087
2019 (English)In: Proceedings of the 7th International Workshop on Artificial Intelligence and Cognition / [ed] Angelo Cangelosi, Antonio Lieto, CEUR-WS , 2019, Vol. 2483Conference paper, Published paper (Refereed)
Abstract [en]

This paper discusses potential limitations in learning in au-tonomous robotic systems that integrate several specialized subsystemsworking at different levels of abstraction. If the designers have antici-pated what the system may have to learn, then adding new knowledgeboils down to adding new entries in a database and/or tuning parametersof some subsystem(s). But if this new knowledge does not fit in prede-fined structures, the system can simply not acquire it, hence it cannot“think out of the box” designed by its creators. We show why learningout of the box may be difficult in integrated systems, hint at some exist-ing potential approaches, and finally suggest that a better approach maycome by looking at constructivist epistemology, with focus on Piaget’sschemas theory.

Place, publisher, year, edition, pages
CEUR-WS , 2019. Vol. 2483
Keywords [en]
Artificial Intelligence, Learning, Cognitive Architecture
National Category
Computer Sciences
Research subject
Computer and Systems Science
Identifiers
URN: urn:nbn:se:oru:diva-79697OAI: oai:DiVA.org:oru-79697DiVA, id: diva2:1390807
Conference
7th International Workshop on Artificial Intelligence and Cognition, Manchester, UK, September 10-11, 2019
Available from: 2020-02-03 Created: 2020-02-03 Last updated: 2020-02-14Bibliographically approved

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Perceiving and Acting Out of the Box(413 kB)28 downloads
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Lagriffoul, FabienAlirezaie, Marjan

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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  • Other locale
More languages
Output format
  • html
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