%A Patrick M. Poelz %A Erich Prem %T Concept Acquisition Using Isomap on Sensorimotor Experiences of a Mobiole Robot %X We present results about the application of a novel method for multi dimensional scaling (Isomap) for concept acquisition in mobile robotics. The aim of this work is to develop a general architecture for Symbol Anchoring in the context of research to enable artefacts to grow-up. We describe Isomap functionality, results of using it in a real robot and breifly discuss implications of using this technique for concept acquisition in the mobile robot domain. %K concept acquisition, multi dimensional scaling, Isomap, mobile robot, symbol anchoring %P 175-176 %E Christopher G. Prince %E Luc Berthouze %E Hideki Kozima %E Daniel Bullock %E Georgi Stojanov %E Christian Balkenius %V 101 %D 2003 %I Lund University Cognitive Studies %L cogprints3352