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Revisión del 07:56 8 jun 2011
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Paper reference
- Avinash Ranganath, Juan Gonzalez-Gomez, Luis Moreno Lorente (2011), "A Distributed Neural Controller for Locomotion in Linear Modular Robotic Configurations", Book chapter (VII), ISBN: 978-84-7484-238-8. Centro de automática y Robótica CSIC-UPM, pp. 129-144.
Abstract
Artificial Neural Networks (ANNs) are well known for oscillatory output when in a closed loop with the feedback from the system it is controlling. Here we propose a new neural controller for locomotion in linear modular robotic configurations, based on oscillatory output from simple ANNs. We investigate two different methods for controlling the action of each module based on the neural output, and also evolve neural controllers which have the ability to overcome external perturbations. We use a standard Genetic Algorithm (GA) for optimizing the synaptic weights of the ANN
Authors
- Avinash Ranganath, Juan González-Gómez, Luis Moreno Lorente
- Oral presentation: Avinash Ranganath
Download
Avinash-et-at-MR-ANN-Robocity-May2011.pdf | Paper (PDF) |
on-line | Paper On-line |
Avinash-et-at-MR-ANN-Robocity-May2011.odt | Paper sources (Openoffice 3.2) |
[] | Slides, in PDF |
[] | Slides, in Openoffice format (ODP) |
[] | Read the Slides on-line in Scribd |
Pictures
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Links
News
- 2011/Jun/7th: This page is published!