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Grounding Motivation in Energy Autonomy: A Study of Artificial Metabolism Constrained Robot Dynamics
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi.ORCID-id: 0000-0002-1525-0745
Högskolan i Skövde, Institutionen för kommunikation och information. Högskolan i Skövde, Forskningscentrum för Informationsteknologi.ORCID-id: 0000-0002-8400-5153
University of West England, Bristol Robotics Lab, UK.
University of West England, Bristol Robotics Lab, UK.
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2010 (Engelska)Ingår i: Artificial Life XII: Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems / [ed] Harold Fellermann; Mark Dörr; Martin Hanczyc; Lone Ladegaard Laursen; Sarah Maurer; Daniel Merkle; Pierre-Alain Monnard; Kasper Støy; Steen Rasmussen, Cambridge, Massachusetts, London, England: MIT Press, 2010, s. 725-732Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

We present an evolutionary robotics investigation into the metabolism constrained homeostatic dynamics of a simulated robot. Unlike existing research that has focused on either energy or motivation autonomy the robot described here is considered in terms of energy-motivation autonomy. This stipulation is made according to a requirement of autonomous systems to spatiotemporally integrate environmental and physiological sensed information. In our experiment, the latter is generated by a simulated artificial metabolism (a microbial fuel cell batch) and its integration with the former is determined by an E-GasNet-active vision interface. The investigation centres on robot performance in a three-dimensional simulator on a stereotyped two-resource problem. Motivationlike states emerge according to periodic dynamics identifiable for two viable sensorimotor strategies. Robot adaptivity is found to be sensitive to experimenter-manipulated deviations from evolved metabolic constraints. Deviations detrimentally affect the viability of cognitive (anticipatory) capacities even where constraints are significantly lessened. These results support the hypothesis that grounding motivationally autonomous robots is critical to adaptivity and cognition.

Ort, förlag, år, upplaga, sidor
Cambridge, Massachusetts, London, England: MIT Press, 2010. s. 725-732
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URN: urn:nbn:se:his:diva-4812Scopus ID: 2-s2.0-84856525290ISBN: 978-0-262-29075-3 (tryckt)ISBN: 0-262-29075-8 (tryckt)OAI: oai:DiVA.org:his-4812DiVA, id: diva2:410032
Konferens
Twelfth International Conference on the Synthesis and Simulation of Living Systems, 19th - 23rd August, 2010, Odense, Denmark
Tillgänglig från: 2011-04-12 Skapad: 2011-04-12 Senast uppdaterad: 2024-05-21Bibliografiskt granskad

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Scopushttp://mitpress.mit.edu/sites/default/files/titles/free_download/9780262290753_Artificial_Life_XII.pdfhttps://mitpress.mit.edu/sites/default/files/titles/alife/0262290758chap130.pdf

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Lowe, RobertMontebelli, AlbertoZiemke, Tom

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