PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Development of Object and Grasping Knowledge by Robot Exploration
Dirk Kraft, Renaud Detry, Nicolas Pugeault, Emre Baseski, Frank Guerin, Justus Piater and Norbert Krueger
IEEE Transactions on Autonomous Mental Development Volume 2, Number 4, pp. 368-383, 2010. ISSN 1943-0604

Abstract

We describe a bootstrapping cognitive robot system that-mainly based on pure exploration-acquires rich object representations and associated object-specific grasp affordances. Such bootstrapping becomes possible by combining innate competences and behaviors by which the system gradually enriches its internal representations, and thereby develops an increasingly mature interpretation of the world and its ability to act within it. We compare the system's prior competences and developmental progress with human innate competences and developmental stages of infants.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
Multimodal Integration
Theory & Algorithms
ID Code:7163
Deposited By:Nicolas Pugeault
Deposited On:07 March 2011