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SAB
2010
Springer
226views Optimization» more  SAB 2010»
13 years 3 months ago
Distributed Online Learning of Central Pattern Generators in Modular Robots
Abstract. In this paper we study distributed online learning of locomotion gaits for modular robots. The learning is based on a stochastic approximation method, SPSA, which optimiz...
David Johan Christensen, Alexander Spröwitz, ...
IJRR
2008
132views more  IJRR 2008»
13 years 4 months ago
Learning to Move in Modular Robots using Central Pattern Generators and Online Optimization
jr.sagepub.com/cgi/content/abstract/27/3-4/423 The online version of this article can be found at: Published by: http://www.sagepublications.com On behalf of: Multimedia Archives c...
Alexander Spröwitz, Rico Moeckel, Jér&...
ICRA
2006
IEEE
210views Robotics» more  ICRA 2006»
13 years 11 months ago
Programmable Central Pattern Generators: an Application to Biped Locomotion Control
— We present a system of coupled nonlinear oscillators to be used as programmable central pattern generators, and apply it to control the locomotion of a humanoid robot. Central ...
Ludovic Righetti, Auke Jan Ijspeert
ICRA
2009
IEEE
127views Robotics» more  ICRA 2009»
13 years 2 months ago
Roombots-mechanical design of self-reconfiguring modular robots for adaptive furniture
We aim at merging technologies from information technology, roomware, and robotics in order to design adaptive and intelligent furniture. This paper presents design principles for ...
Alexander Spröwitz, Aude Billard, Pierre Dill...
IJRR
2008
186views more  IJRR 2008»
13 years 4 months ago
Automated Design of Adaptive Controllers for Modular Robots using Reinforcement Learning
Designing distributed controllers for self-reconfiguring modular robots has been consistently challenging. We have developed a reinforcement learning approach which can be used bo...
Paulina Varshavskaya, Leslie Pack Kaelbling, Danie...