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» Evolved Neurodynamics for Robot Control
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GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
13 years 12 months ago
Context-dependent predictions and cognitive arm control with XCSF
While John Holland has always envisioned learning classifier systems (LCSs) as cognitive systems, most work on LCSs has focused on classification, datamining, and function appro...
Martin V. Butz, Oliver Herbort
GECCO
2007
Springer
162views Optimization» more  GECCO 2007»
14 years 2 months ago
Genetic evolution of hierarchical behavior structures
The development of coherent and dynamic behaviors for mobile robots is an exceedingly complex endeavor ruled by task objectives, environmental dynamics and the interactions within...
Brian G. Woolley, Gilbert L. Peterson
ICRA
2010
IEEE
87views Robotics» more  ICRA 2010»
13 years 9 months ago
DSAC - Dynamic, Single Actuated Climber: Local stability and bifurcations
— This paper investigates a novel mechanism, called DSAC for Dynamic, Single Actuated Climber, which propels itself upwards by oscillating its leg in a symmetric fashion using a ...
Amir Degani, Howie Choset, Matthew T. Mason
NN
2000
Springer
137views Neural Networks» more  NN 2000»
13 years 10 months ago
Evolutionary robots with on-line self-organization and behavioral fitness
We address two issues in Evolutionary Robotics, namely the genetic encoding and the performance criterion, also known as fitness function. For the first aspect, we suggest to enco...
Dario Floreano, Joseba Urzelai
CEC
2010
IEEE
13 years 11 months ago
Behavioral diversity measures for Evolutionary Robotics
Abstract— In Evolutionary Robotics (ER), explicitly rewarding for behavioral diversity recently revealed to generate efficient results without recourse to complex fitness funct...
Stéphane Doncieux, Jean-Baptiste Mouret