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» Modular Learning Schemes for Visual Robot Control
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IROS
2007
IEEE
128views Robotics» more  IROS 2007»
14 years 1 months ago
Omnidirectional visual-servo of a Gough-Stewart platform
— This work deals with the control by vision of the Gough-Stewart platform. For that, a central catadioptric camera is used to observe the platform legs. This allows to obtain a ...
Omar Tahri, Youcef Mezouar, Nicolas Andreff, Phili...
RAS
2007
138views more  RAS 2007»
13 years 6 months ago
Image-based robot navigation from an image memory
This paper addresses the problem of vision-based navigation and proposes an original control law to perform such navigation. The overall approach is based on an appearance-based r...
Anthony Remazeilles, François Chaumette
DAGM
2007
Springer
13 years 11 months ago
Efficient Learning of Neural Networks with Evolutionary Algorithms
Abstract. In this article we present EANT2, a method that creates neural networks (NNs) by evolutionary reinforcement learning. The structure of NNs is developed using mutation ope...
Nils T. Siebel, Jochen Krause, Gerald Sommer
IROS
2008
IEEE
144views Robotics» more  IROS 2008»
14 years 1 months ago
Task maps in humanoid robot manipulation
— This paper presents an integrative approach to solve the coupled problem of reaching and grasping an object in a cluttered environment with a humanoid robot. While finding an ...
Michael Gienger, Marc Toussaint, Christian Goerick
AAAI
2008
13 years 9 months ago
Unsupervised Categorization (Filtering) of Google Images Based on Visual Consistency
The objective of this paper is to study the existing methods for unsupervised object recognition and image categorization and propose a model that can learn directly from the outp...
Pooyan Fazli, Ara Bedrosian