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Neural Modularity Helps Organisms Evolve to Learn New Skills without Forgetting Old Skills

A long-standing goal in artificial intelligence is creating agents that can learn a variety of different skills for different problems. In the artificial intelligence subfield of neural networks, a barrier to that goal is that when agents learn a new skill they typically do so by losing previously a...

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Detalles Bibliográficos
Autores principales: Ellefsen, Kai Olav, Mouret, Jean-Baptiste, Clune, Jeff
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4383335/
https://www.ncbi.nlm.nih.gov/pubmed/25837826
http://dx.doi.org/10.1371/journal.pcbi.1004128