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ICRA
2010
IEEE
147views Robotics» more  ICRA 2010»
14 years 8 months ago
Towards One Shot Learning by imitation for humanoid robots
— Teaching a robot to learn new knowledge is a repetitive and tedious process. In order to accelerate the process, we propose a novel template-based approach for robot arm moveme...
Yan Wu, Yiannis Demiris
ICML
2004
IEEE
15 years 10 months ago
A spatio-temporal extension to Isomap nonlinear dimension reduction
We present an extension of Isomap nonlinear dimension reduction (Tenenbaum et al., 2000) for data with both spatial and temporal relationships. Our method, ST-Isomap, augments the...
Odest Chadwicke Jenkins, Maja J. Mataric
HRI
2011
ACM
14 years 1 months ago
A comparison of machine learning techniques for modeling human-robot interaction with children with autism
Several machine learning techniques are used to model the behavior of children with autism interacting with a humanoid robot, comparing a static model to a dynamic model using han...
Elaine Short, David Feil-Seifer, Maja J. Mataric
IJHR
2008
82views more  IJHR 2008»
14 years 9 months ago
A Team of Humanoid Game commentators
We present our work on creating a team of two humanoid robot commentators for soccer games of teams of four AIBO robots. The two humanoids stand on the side lines of the field, aut...
Manuela M. Veloso, Nicholas Armstrong-Crews, Sonia...
ICRA
2007
IEEE
162views Robotics» more  ICRA 2007»
15 years 4 months ago
Impedance Behaviors for Two-handed Manipulation: Design and Experiments
— The control of humanoid manipulators is very challenging due to the large number of degrees of freedom and the resulting redundancy. Using joint-level control complex planning ...
Thomas Wimböck, Christian Ott, Gerd Hirzinger