Title :
Development, learning and evolution in animats
Author :
Kodjabachian, Jereme ; Meyer, Jean Arcady
Author_Institution :
Groupe de BioInf., Ecole Normale Superieure, Paris, France
Abstract :
Describes the works of Boers and Kuiper (1992), Vaario (1992, 1994), Nolfi and Parisi (1991), Gruau (1992), and Dellaert and Beer (1994), which all evolve the developmental program of an artificial nervous system. The potentialities of these approaches for automatically devising a control architecture linking the perceptions and the actions of an animat are then discussed, together with their possible contributions to the fundamental issue of assessing the adaptive values of development, learning and evolution.
Keywords :
genetic algorithms; intelligent control; learning systems; neural nets; robots; actions; adaptive values; animats; artificial nervous system; control architecture; developmental program; evolution; learning; perceptions; sensorimotor control; Animals; Animation; Automatic control; Bioinformatics; Electronic mail; Evolution (biology); Genetic algorithms; Nervous system; Neurons; Production;
Conference_Titel :
From Perception to Action Conference, 1994., Proceedings
Print_ISBN :
0-8186-6482-7
DOI :
10.1109/FPA.1994.636087