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AMS
2007
Springer
247views Robotics» more  AMS 2007»
15 years 8 months 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
ICRA
1995
IEEE
151views Robotics» more  ICRA 1995»
15 years 5 months ago
Learning Impedance Control for Robotic Manipulators
—Learning control is a concept for controlling dynamic systems in an iterative manner. It arises from the recognition that robotic manipulators are usually used to perform repeti...
Chien-Chern Cheah, Danwei Wang
IJRR
2011
126views more  IJRR 2011»
14 years 8 months ago
Optimization and learning for rough terrain legged locomotion
We present a novel approach to legged locomotion over rough terrain that is thoroughly rooted in optimization. This approach relies on a hierarchy of fast, anytime algorithms to p...
Matthew Zucker, Nathan D. Ratliff, Martin Stolle, ...
98
Voted
IROS
2009
IEEE
180views Robotics» more  IROS 2009»
15 years 8 months ago
Control of redundant robots using learned models: An operational space control approach
Abstract— We present an adaptive control approach combining forward kinematics model learning methods with the operational space control approach. This combination endows the rob...
Camille Salaün, Vincent Padois, Olivier Sigau...
ICRA
1993
IEEE
152views Robotics» more  ICRA 1993»
15 years 6 months ago
The USC Autonomous Flying Vehicle: An Experiment in Real Time Behavior-Based Control
A control system architecture is described for an autonomous flying vehicle. The vehicle, equipped with fourteen sensors, uses a model helicopter as an airframe. The control syste...
M. Anthony Lewis, Andrew H. Fagg, George A. Bekey