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» Autonomous Robot Skill Acquisition
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IROS
2006
IEEE
120views Robotics» more  IROS 2006»
14 years 9 days ago
Learning from Nature to Build Intelligent Autonomous Robots
Information processing within autonomous robots should follow a biomimetic approach. In contrast to traditional approaches that make intensive use of accurate measurements, numeric...
Rainer Bischoff 0002, Volker Graefe
IROS
2006
IEEE
129views Robotics» more  IROS 2006»
14 years 9 days ago
On the Discrete-Continuous Control of Basic Skills for Humanoid Robots
– Within the next years a new generation of humanoid robots is going to be developed being able to manage autonomously sophisticated tasks in a complex, time variant domestic env...
Giulio Milighetti, Helge-Björn Kuntze
TROB
2008
210views more  TROB 2008»
13 years 6 months ago
Dynamical System Modulation for Robot Learning via Kinesthetic Demonstrations
We present a system for robust robot skill acquisition from kinesthetic demonstrations. This system allows a robot to learn a simple goal-directed gesture, and correctly reproduce...
Micha Hersch, Florent Guenter, Sylvain Calinon, Au...
AMS
2007
Springer
247views Robotics» more  AMS 2007»
14 years 14 days ago
Towards Machine Learning of Motor Skills
Autonomous robots that can adapt to novel situations has been a long standing vision of robotics, artificial intelligence, and cognitive sciences. Early approaches to this goal du...
Jan Peters, Stefan Schaal, Bernhard Schölkopf
IJCNN
2006
IEEE
14 years 9 days ago
Language Acquisition and Symbol Grounding Transfer with Neural Networks and Cognitive Robots
— Neural networks have been proposed as an ideal cognitive modeling methodology to deal with the symbol grounding problem. More recently, such neural network approaches have been...
Angelo Cangelosi, Emmanouil Hourdakis, Vadim Tikha...