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ICRA
2009
IEEE
98views Robotics» more  ICRA 2009»
15 years 4 months ago
Path following for an omnidirectional mobile robot based on model predictive control
— In this paper, the path following problem of an omnidirectional mobile robot has been studied. Given the error dynamic model derived from the robot state vector and the path st...
Kiattisin Kanjanawanishkul, Andreas Zell
ICRA
2008
IEEE
172views Robotics» more  ICRA 2008»
15 years 4 months ago
Robot navigation using a sparse distributed memory
— Despite all the progress that has been made in Robotics and Artificial Intelligence, traditional approaches seem unsuitable to build truly intelligent robots, exhibiting human...
Mendes Mendes, Manuel Marques Crisóstomo, A...
IJCNN
2008
IEEE
15 years 4 months ago
Building meta-learning algorithms basing on search controlled by machine complexity
Abstract— Meta-learning helps us find solutions to computational intelligence (CI) challenges in automated way. Metalearning algorithm presented in this paper is universal and m...
Norbert Jankowski, Krzysztof Grabczewski
IRI
2006
IEEE
15 years 3 months ago
Environment as support for simplification, reuse and integration of processes in spatial MAS
The development of solutions to complex problems requires finding answers to several questions which are obstacles on the road leading to the solution. To perpetuate progress, the...
Denis Payet, Rémy Courdier, Nicolas S&eacut...
ICRA
2005
IEEE
91views Robotics» more  ICRA 2005»
15 years 3 months ago
Learning to Steer on Winding Tracks Using Semi-Parametric Control Policies
— We present a semi-parametric control policy representation and use it to solve a series of nonholonomic control problems with input state spaces of up to 7 dimensions. A neares...
Kenneth Robert Alton, Michiel van de Panne