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Anchoring Knowledge...
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Besold, Tarek R.Institute of Cognitive Science, University of Osnabrück, Osnabrück, Germany
(författare)
Anchoring Knowledge in Interaction : Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition
- Artikel/kapitelEngelska2015
Förlag, utgivningsår, omfång ...
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2015-07-15
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Cham :Springer,2015
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printrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:oru-46700
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https://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-46700URI
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https://doi.org/10.1007/978-3-319-21365-1_4DOI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:kon swepub-publicationtype
Anmärkningar
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We outline a proposal for a research program leading to a new paradigm, architectural framework, and prototypical implementation, for the cognitively inspired anchoring of an agent's learning, knowledge formation, and higher reasoning abilities in real-world interactions: Learning through interaction in real-time in a real environment triggers the incremental accumulation and repair of knowledge that leads to the formation of theories at a higher level of abstraction. The transformations at this higher level filter down and inform the learning process as part of a permanent cycle of learning through experience, higher-order deliberation, theory formation and revision.The envisioned framework will provide a precise computational theory, algorithmic descriptions, and an implementation in cyber-physical systems, addressing the lifting of action patterns from the subsymbolic to the symbolic knowledge level, effective methods for theory formation, adaptation, and evolution, the anchoring of knowledge-level objects, realworld interactions and manipulations, and the realization and evaluation of such a system in different scenarios. The expected results can provide new foundations for future agent architectures, multi-agent systems, robotics, and cognitive systems, and can facilitate a deeper understanding of the development and interaction in human-technological settings.
Ämnesord och genrebeteckningar
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Kuehnberger, Kai-UweInstitute of Cognitive Science, University of Osnabrück, Osnabrück, Germany
(författare)
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Garcez, Artur d'AvilaCity University London, London, UK
(författare)
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Saffiotti, Alessandro,1960-Örebro universitet,Institutionen för naturvetenskap och teknik(Swepub:oru)asaffio
(författare)
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Fischer, Martin H.University of Potsdam, Potsdam, Germany
(författare)
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Bundy, AlanUniversity of Edinburgh, Edinburgh, UK
(författare)
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Institute of Cognitive Science, University of Osnabrück, Osnabrück, GermanyCity University London, London, UK
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:Artificial General Intelligence (AGI 2015)Cham : Springer, s. 35-4597833192136519783319213644
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