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» A Neural Network-Based Approach to Robot Motion Control
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ICRA
2002
IEEE
147views Robotics» more  ICRA 2002»
14 years 1 months ago
Design of Asymptotically Stable Walking for a 5-Link Planar Biped Walker via Optimization
— Closed-loop, asymptotically stable walking motions are designed for a 5-link, planar bipedal robot model with one degree of underactuation. Parameter optimization is applied to...
E. R. Westervelt, J. W. Grizzle
EUROS
2008
177views Robotics» more  EUROS 2008»
13 years 10 months ago
Eyes-Neck Coordination Using Chaos
Abstract. The increasing complexity of humanoid robots and their expected performance in real dynamic environments demand an equally complex, autonomous and dynamic solution. Our a...
Boris Duran, Yasuo Kuniyoshi, Giulio Sandini
ICRA
2003
IEEE
222views Robotics» more  ICRA 2003»
14 years 2 months ago
Path planning using learned constraints and preferences
— In this paper we present a novel method for robot path planning based on learning motion patterns. A motion pattern is defined as the path that results from applying a set of ...
Gregory Dudek, Saul Simhon
AROBOTS
2002
115views more  AROBOTS 2002»
13 years 8 months ago
Statistical Learning for Humanoid Robots
The complexity of the kinematic and dynamic structure of humanoid robots make conventional analytical approaches to control increasingly unsuitable for such systems. Learning techn...
Sethu Vijayakumar, Aaron D'Souza, Tomohiro Shibata...
GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
13 years 9 months ago
Context-dependent predictions and cognitive arm control with XCSF
While John Holland has always envisioned learning classifier systems (LCSs) as cognitive systems, most work on LCSs has focused on classification, datamining, and function appro...
Martin V. Butz, Oliver Herbort