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ICML
2009
IEEE
14 years 8 months ago
Trajectory prediction: learning to map situations to robot trajectories
Trajectory planning and optimization is a fundamental problem in articulated robotics. Algorithms used typically for this problem compute optimal trajectories from scratch in a ne...
Nikolay Jetchev, Marc Toussaint
JIRS
2007
78views more  JIRS 2007»
13 years 7 months ago
Online-learning and Attention-based Approach to Obstacle Avoidance Using a Range Finder
The problem of developing local reactive obstacle-avoidance behaviors by a mobile robot through online real-time learning is considered. The robot operated in an unknown bounded 2...
Shuqing Zeng, Juyang Weng
ROBOCUP
2005
Springer
146views Robotics» more  ROBOCUP 2005»
14 years 27 days ago
Using a Symmetric Rotor as a Tool for Balancing
Abstract. In the Humanoid Leagues balancing during walking and running is still the biggest challenge for most of the teams. We present here some work in which a dynamic walker is ...
Norbert Michael Mayer, Minoru Asada, Rodrigo da Si...
ICRA
2009
IEEE
121views Robotics» more  ICRA 2009»
14 years 2 months ago
Exploiting angular momentum to enhance bipedal center-of-mass control
Abstract— Recent humanoid control investigations have emphasized the importance of controlling whole-body angular momentum throughout a movement task. For typical movement tasks,...
Andreas Hofmann, Marko B. Popovic, Hugh M. Herr
ICML
2005
IEEE
14 years 8 months ago
Recognition and reproduction of gestures using a probabilistic framework combining PCA, ICA and HMM
This paper explores the issue of recognizing, generalizing and reproducing arbitrary gestures. We aim at extracting a representation that encapsulates only the key aspects of the ...
Sylvain Calinon, Aude Billard