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Computational mechanisms of curiosity and goal-directed exploration

Successful behaviour depends on the right balance between maximising reward and soliciting information about the world. Here, we show how different types of information-gain emerge when casting behaviour as surprise minimisation. We present two distinct mechanisms for goal-directed exploration that...

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Detalles Bibliográficos
Autores principales: Schwartenbeck, Philipp, Passecker, Johannes, Hauser, Tobias U, FitzGerald, Thomas HB, Kronbichler, Martin, Friston, Karl J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6510535/
https://www.ncbi.nlm.nih.gov/pubmed/31074743
http://dx.doi.org/10.7554/eLife.41703