Cover image for Advances in the evolutionary synthesis of intelligent agents
Advances in the evolutionary synthesis of intelligent agents
Title:
Advances in the evolutionary synthesis of intelligent agents
Author:
Patel, Mukesh.
ISBN:
9780585387161
Personal Author:
Publication Information:
Cambridge, Mass. : MIT Press, 2001.
Physical Description:
1 online resource (xxiv, 480 p.) : ill.
Series:
Bradford book.
General Note:
"A Bradford book."
Contents:
Evolutionary and neural synthesis of intelligent agents / Cellular encoding for interactive evolutionary robotics / The emergence of communication through synthetic evolution / Optimization of classifiers using genetic algorithms / Evolving neuro-controllers and sensors for artificial agents / Combined biological metaphors / Evolutionary neurogenesis applied to mobile robotics / Development in neural networks / Evolution and learning in radial basis function neural networks : a hybrid approach / Co-evolution and ontogenetic change in competing robots / Goal directed adaptive behavior in second-order neural networks : learning and evolving in the MAXSON architecture / Evolving heterogeneous neural agents by local selection / Learning sequential decision tasks through symbiotic evolution of neural networks / From evolving a single neural network to evolving neural network ensembles / Evolutionary synthesis of Bayesian networks for optimization
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