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A Schema-Based Robot Controller Complying With the Constraints of Biological Systems
Örebro universitet, Institutionen för naturvetenskap och teknik. (Center for Applied Autonomous Sensor Systems (AASS))ORCID-id: 0000-0002-8631-7863
2022 (engelsk)Inngår i: Frontiers in Neurorobotics, ISSN 1662-5218, Vol. 16, artikkel-id 836767Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

This article reports on the early stages of conception of a robotic control system based on Piaget's schemas theory. Beyond some initial experimental results, we question the scientific method used in developmental robotics (DevRob) and argue that it is premature to abstract away the functional architecture of the brain when so little is known about its mechanisms. Instead, we advocate for applying a method similar to the method used in model-based cognitive science, which consists in selecting plausible models using computational and physiological constraints. Previous study on schema-based robotics is analyzed through the critical lens of the proposed method, and a minimal system designed using this method is presented.

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Frontiers Media S.A., 2022. Vol. 16, artikkel-id 836767
Emneord [en]
sensorimotor schema, predictive model, learning, developmental robotics, Piaget, constructivism
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Identifikatorer
URN: urn:nbn:se:oru:diva-99190DOI: 10.3389/fnbot.2022.836767ISI: 000798659500001PubMedID: 35615342Scopus ID: 2-s2.0-85130873820OAI: oai:DiVA.org:oru-99190DiVA, id: diva2:1661876
Tilgjengelig fra: 2022-05-30 Laget: 2022-05-30 Sist oppdatert: 2025-02-07bibliografisk kontrollert

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Lagriffoul, Fabien

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