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Reinforcement Learning or Active Inference?

This paper questions the need for reinforcement learning or control theory when optimising behaviour. We show that it is fairly simple to teach an agent complicated and adaptive behaviours using a free-energy formulation of perception. In this formulation, agents adjust their internal states and sam...

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Detalles Bibliográficos
Autores principales: Friston, Karl J., Daunizeau, Jean, Kiebel, Stefan J.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2713351/
https://www.ncbi.nlm.nih.gov/pubmed/19641614
http://dx.doi.org/10.1371/journal.pone.0006421