Learning structural affordances through self-exploration

The goal of this paper is to develop a cognitive developmental approach for a humanoid robot so that it can provisionally discover self-affordance relations between certain arm limb movements and corresponding motor units by exploring the outcomes of its random arm movements while in a crawling posi...

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Hauptverfasser: Erdemir, E., Wilkes, D. M., Kawamura, K., Erdemir, A.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:The goal of this paper is to develop a cognitive developmental approach for a humanoid robot so that it can provisionally discover self-affordance relations between certain arm limb movements and corresponding motor units by exploring the outcomes of its random arm movements while in a crawling position. Learning of the right and the left arm affordances is based on self-exploration and a set of experience similarly to how a human baby discovers action-effect relations of own arm movements. We address the early development of self-affordances, similar to infants, which encodes the relationships between actions, objects, and the effect on the environment.
ISSN:1944-9445
1944-9437
DOI:10.1109/ROMAN.2012.6343860