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» Evolving Receptive-Field Controllers for Mobile Robots
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CRV
2006
IEEE
137views Robotics» more  CRV 2006»
13 years 11 months ago
Evolving a Vision-Based Line-Following Robot Controller
This paper presents an original framework for evolving a vision-based mobile robot controller using genetic programming. This framework is built on the Open BEAGLE framework for t...
Jean-François Dupuis, Marc Parizeau
ICRA
2005
IEEE
180views Robotics» more  ICRA 2005»
13 years 10 months ago
Transference of Evolved Unmanned Aerial Vehicle Controllers to a Wheeled Mobile Robot
— Transference of controllers evolved in simulation to real vehicles is an important issue in evolutionary robotics (ER). We have previously evolved autonomous navigation control...
Gregory J. Barlow, Leonardo Mattos, Edward Grant, ...
ROBIO
2006
IEEE
123views Robotics» more  ROBIO 2006»
13 years 11 months ago
Evolutionary Robotics, Anticipation and the Reality Gap
— Evolutionary Robotics provide efficient tools and approach to address automatic design of controllers for automous mobile robots. However, the computational cost of the optimi...
Cédric Hartland, Nicolas Bredeche
FUZZIEEE
2007
IEEE
13 years 11 months ago
A Genetic Algorithm Based Architecture for Evolving Type-2 Fuzzy Logic Controllers for Real World Autonomous Mobile Robots
— The type-2 Fuzzy Logic Controller (FLC) has started to emerge as a promising control mechanism for autonomous mobile robots navigating in real world environments. This is becau...
Christian Wagner, Hani Hagras