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» Prioritized optimization for task-space control
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IROS
2007
IEEE
135views Robotics» more  IROS 2007»
14 years 5 months ago
Task space control with prioritization for balance and locomotion
Abstract— This paper addresses locomotion with active balancing, via task space control with prioritization. The center of gravity (COG) and foot of the swing leg are treated as ...
Michael Mistry, Jun Nakanishi, Stefan Schaal
IROS
2008
IEEE
122views Robotics» more  IROS 2008»
14 years 5 months ago
A probabilistic Programming by Demonstration framework handling constraints in joint space and task space
— We present a probabilistic architecture for solving generically the problem of extracting the task constraints through a Programming by Demonstration (PbD) framework and for ge...
Sylvain Calinon, Aude Billard
IROS
2009
IEEE
159views Robotics» more  IROS 2009»
14 years 5 months ago
Prioritized optimization for task-space control
— We introduce an optimization framework called prioritized optimization control, in which a nested sequence of objectives are optimized so as not to conflict with higher-priori...
Martin de Lasa, Aaron Hertzmann
GECCO
2010
Springer
196views Optimization» more  GECCO 2010»
14 years 3 months ago
Using synthetic test suites to empirically compare search-based and greedy prioritizers
The increase in the complexity of modern software has led to the commensurate growth in the size and execution time of the test suites for these programs. In order to address this...
Zachary D. Williams, Gregory M. Kapfhammer
UAI
2008
14 years 8 days ago
Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping
We consider the problem of efficiently learning optimal control policies and value functions over large state spaces in an online setting in which estimates must be available afte...
Richard S. Sutton, Csaba Szepesvári, Alborz...