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A Schema-Based Robot Controller Complying With the Constraints of Biological Systems
Örebro University, School of Science and Technology. (Center for Applied Autonomous Sensor Systems (AASS))ORCID iD: 0000-0002-8631-7863
2022 (English)In: Frontiers in Neurorobotics, ISSN 1662-5218, Vol. 16, article id 836767Article in journal (Refereed) 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.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2022. Vol. 16, article id 836767
Keywords [en]
sensorimotor schema, predictive model, learning, developmental robotics, Piaget, constructivism
National Category
Computer Vision and Robotics (Autonomous Systems)
Identifiers
URN: urn:nbn:se:oru:diva-99190DOI: 10.3389/fnbot.2022.836767ISI: 000798659500001PubMedID: 35615342OAI: oai:DiVA.org:oru-99190DiVA, id: diva2:1661876
Available from: 2022-05-30 Created: 2022-05-30 Last updated: 2022-05-30Bibliographically approved

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Lagriffoul, Fabien

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