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» Representing the Knowledge of a Robot
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ICANN
2003
Springer
15 years 11 months ago
Unsupervised Learning of a Kinematic Arm Model
Abstract. An abstract recurrent neural network trained by an unsupervised method is applied to the kinematic control of a robot arm. The network is a novel extension of the Neural ...
Heiko Hoffmann, Ralf Möller
ICRA
2002
IEEE
115views Robotics» more  ICRA 2002»
15 years 11 months ago
Parametric Primitives for Motor Representation and Control
The use of motor primitives for the generation of complex movements is a relatively new and interesting idea for dimensionality reduction in robot control. We propose a framework ...
R. Amit, Maja J. Mataric
AGENTS
2001
Springer
15 years 11 months ago
Learning structured reactive navigation plans from executing MDP navigation policies
Autonomous robots, such as robot office couriers, need navigation routines that support flexible task execution and effective action planning. This paper describes XFRMLEARN, a s...
Michael Beetz, Thorsten Belker
ICRA
1999
IEEE
122views Robotics» more  ICRA 1999»
15 years 10 months ago
Learning Visual Landmarks for Pose Estimation
Abstract-- We present an approach to vision-based mobile robot localization, even without an a-priori pose estimate. This is accomplished by learning a set of visual features calle...
Robert Sim, Gregory Dudek
AAAI
2007
15 years 8 months ago
Coordinating Hundreds of Cooperative, Autonomous Vehicles in Warehouses
The Kiva warehouse management system creates a new paradigm for pick-pack-and-ship warehouses that significantly improves worker productivity. The Kiva system uses movable storag...
Peter R. Wurman, Raffaello D'Andrea, Mick Mountz