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APIN
2002
90views more  APIN 2002»
13 years 7 months ago
Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning
Abstract: Locally weighted learning (LWL) is a class of techniques from nonparametric statistics that provides useful representations and training algorithms for learning about com...
Stefan Schaal, Christopher G. Atkeson, Sethu Vijay...
ROBIO
2006
IEEE
172views Robotics» more  ROBIO 2006»
14 years 1 months ago
Robust 3D Robotic Sound Localization Using State-Space HRTF Inversion
Abstract— We address the problem of robotic real-time binaural hearing using a humanoid head. The sound detection ability for a previously proposed robotic 3D binaural sound loca...
Fakheredine Keyrouz, Klaus Diepold, Patrick Dewild...
ICRA
2002
IEEE
115views Robotics» more  ICRA 2002»
14 years 10 days ago
Parametric Primitives for Motor Representation and Control
The use of motor primitives for the generation of complex movements is a relatively new and interesting idea for dimensionality reduction in robot control. We propose a framework ...
R. Amit, Maja J. Mataric
ICRA
2002
IEEE
148views Robotics» more  ICRA 2002»
14 years 10 days ago
Perception Errors in Vision Guided Walking: Analysis, Modeling, and Filtering
This article deals with specific aspects concerning the visual perception process of a humanoid walking machine. An active vision system provides the information about the enviro...
Oliver Lorch, Javier F. Seara, Klaus H. Strobl, Uw...
CEC
2008
IEEE
14 years 1 months ago
Evolutionary optimization of a bipedal gait in a physical robot
— Evolutionary optimization of a gait for a bipedal robot has been studied, combining structural and parametric modifications of the system responsible for generating the gait. ...
Krister Wolff, David Sandberg, Mattias Wahde