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» Evolutionary robots with on-line self-organization and behav...
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NN
2000
Springer
137views Neural Networks» more  NN 2000»
13 years 4 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
ANTSW
2008
Springer
13 years 6 months ago
Beanbag Robotics: Robotic Swarms with 1-DoF Units
Robotic swarm behavior is usually demonstrated using groups of robots, in which each robot in the swarm must possess full mobile capabilities, including the ability to control both...
David M. M. Kriesel, Eugene Cheung, Metin Sitti, H...
RAS
2002
131views more  RAS 2002»
13 years 4 months ago
Behavior generation for a mobile robot based on the adaptive fitness function
We have to prepare the evaluation (fitness) function to evaluate the performance of the robot when we apply the machine learning techniques to the robot application. In many cases,...
Eiji Uchibe, Masakazu Yanase, Minoru Asada
GECCO
2007
Springer
182views Optimization» more  GECCO 2007»
13 years 8 months ago
Stochastic training of a biologically plausible spino-neuromuscular system model
A primary goal of evolutionary robotics is to create systems that are as robust and adaptive as the human body. Moving toward this goal often involves training control systems tha...
Stanley Phillips Gotshall, Terence Soule
GECCO
2005
Springer
174views Optimization» more  GECCO 2005»
13 years 9 months ago
Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach
In this paper we investigate the emergence of communication in competitive multi-agent systems. A competitive environment is created with two teams of agents competing in an explo...
Michelle McPartland, Stefano Nolfi, Hussein A. Abb...