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NIPS
2008
13 years 7 months ago
Using Bayesian Dynamical Systems for Motion Template Libraries
Motor primitives or motion templates have become an important concept for both modeling human motor control as well as generating robot behaviors using imitation learning. Recent ...
Silvia Chiappa, Jens Kober, Jan Peters
IJCNN
2006
IEEE
13 years 11 months ago
Reinforcement Learning for Parameterized Motor Primitives
Abstract— One of the major challenges in both action generation for robotics and in the understanding of human motor control is to learn the “building blocks of movement genera...
Jan Peters, Stefan Schaal
ICRA
2007
IEEE
173views Robotics» more  ICRA 2007»
13 years 12 months ago
A humanoid upper body system for two-handed manipulation
— This video presents a humanoid two-arm system developed as a research platform for studying dexterous twohanded manipulation. The system is based on the modular DLR-Lightweight...
Christoph Borst, Christian Ott, Thomas Wimböc...
ICML
2000
IEEE
14 years 6 months ago
On-line Learning for Humanoid Robot Systems
Humanoid robots are high-dimensional movement systems for which analytical system identification and control methods are insufficient due to unknown nonlinearities in the system s...
Gaurav Tevatia, Jörg Conradt, Sethu Vijayakum...
ICRA
2009
IEEE
176views Robotics» more  ICRA 2009»
14 years 8 days ago
Rollin' Justin - Mobile platform with variable base
Abstract— Research on humanoid robots for use in servicing tasks, e.g. fetching and delivery, attracts steadily more interest. With ”Rollin’ Justin” a mobile robotic system...
Christoph Borst, Thomas Wimböck, Florian Schm...