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» Evolved Neurodynamics for Robot Control
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EVOW
2003
Springer
14 years 4 months ago
Evolving Symbolic Controllers
Abstract. The idea of symbolic controllers tries to bridge the gap between the top-down manual design of the controller architecture, as advocated in Brooks’ subsumption architec...
Nicolas Godzik, Marc Schoenauer, Michèle Se...
EH
2005
IEEE
158views Hardware» more  EH 2005»
14 years 4 months ago
Hardware Evolution of Analog Circuits for In-situ Robotic Fault-Recovery
We present a method for evolving and implementing artificial neural networks (ANNs) on Field Programmable Analog Arrays (FPAAs). These FPAAs offer the small size and low power usa...
Dmitry Berenson, Nicolás S. Estévez,...
CEC
2009
IEEE
14 years 5 months ago
HyperNEAT controlled robots learn how to drive on roads in simulated environment
Abstract— In this paper we describe simulation of autonomous robots controlled by recurrent neural networks, which are evolved through indirect encoding using HyperNEAT algorithm...
Jan Drchal, Jan Koutník, Miroslav Snorek
AE
2003
Springer
14 years 4 months ago
Evolving a Cooperative Transport Behavior for Two Simple Robots
This paper addresses the problem of cooperative transport of an object by a group of two simple autonomous mobile robots called s-bots. S-bots are able to establish physical connec...
Roderich Groß, Marco Dorigo
EVOW
1998
Springer
14 years 3 months ago
Blurred Vision: Simulation-Reality Transfer of a Visually Guided Robot
This paper investigates the evolution of robot controllers utilising only visual environment input data, capable of performing a hard task, playing football, in the real world. Th...
Tom M. C. Smith