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» Simulations of Simulations in Evolutionary Robotics
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CIRA
2007
IEEE
147views Robotics» more  CIRA 2007»
16 years 14 days ago
Local Online Support Vector Regression for Learning Control
—Support vector regression (SVR) is a class of machine learning technique that has been successfully applied to low-level learning control in robotics. Because of the large amoun...
Younggeun Choi, Shin-Young Cheong, Nicolas Schweig...
ICRA
2007
IEEE
227views Robotics» more  ICRA 2007»
16 years 13 days ago
Inverse Dynamics Control with Floating Base and Constraints
— In this paper, we address the issues of compliant control of a robot under contact constraints with a goal of using joint space based pattern generators as movement primitives,...
Jun Nakanishi, Michael Mistry, Stefan Schaal
IROS
2007
IEEE
158views Robotics» more  IROS 2007»
16 years 13 days ago
Feature selection in conditional random fields for activity recognition
Abstract— Temporal classification, such as activity recognition, is a key component for creating intelligent robot systems. In the case of robots, classification algorithms mus...
Douglas L. Vail, John D. Lafferty, Manuela M. Velo...
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IROS
2007
IEEE
129views Robotics» more  IROS 2007»
16 years 13 days ago
Experience-based and tactile-driven dynamic grasp control
— Algorithms for dextrous robot grasping always have to cope with the challenge of achieving high object specialisation for a wide range of grasping contexts. In this paper, we p...
Jan Steffen, Robert Haschke, Helge Ritter
ICRA
2005
IEEE
186views Robotics» more  ICRA 2005»
15 years 11 months ago
Experimental Studies of a Neural Oscillator for Biped Locomotion with QRIO
— Recently, there has been a growing interest in biologically inspired biped locomotion control with Central Pattern Generator (CPG). However, few experimental attempts on real h...
Gen Endo, Jun Nakanishi, Jun Morimoto, Gordon Chen...