Sciweavers

878 search results - page 1 / 176
» Learning to Control in Operational Space
Sort
View
IROS
2009
IEEE
180views Robotics» more  IROS 2009»
13 years 11 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...
ICML
2007
IEEE
14 years 5 months ago
Reinforcement learning by reward-weighted regression for operational space control
Many robot control problems of practical importance, including operational space control, can be reformulated as immediate reward reinforcement learning problems. However, few of ...
Jan Peters, Stefan Schaal
IJRR
2008
139views more  IJRR 2008»
13 years 4 months ago
Learning to Control in Operational Space
One of the most general frameworks for phrasing control problems for complex, redundant robots is operational space control. However, while this framework is of essential importan...
Jan Peters, Stefan Schaal
ICRA
2007
IEEE
121views Robotics» more  ICRA 2007»
13 years 11 months ago
Reinforcement Learning for Operational Space Control
Jan Peters, Stefan Schaal
ABIALS
2008
Springer
13 years 11 months ago
A Two-Level Model of Anticipation-Based Motor Learning for Whole Body Motion
Abstract. We present a model of motor learning based on a combination of Operational Space Control and Optimal Control. Anticipatory processes are used both in the learning of the ...
Camille Salaün, Vincent Padois, Olivier Sigau...