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Deep Active Inference and Scene Construction

Adaptive agents must act in intrinsically uncertain environments with complex latent structure. Here, we elaborate a model of visual foraging—in a hierarchical context—wherein agents infer a higher-order visual pattern (a “scene”) by sequentially sampling ambiguous cues. Inspired by previous models...

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Detalles Bibliográficos
Autores principales: Heins, R. Conor, Mirza, M. Berk, Parr, Thomas, Friston, Karl, Kagan, Igor, Pooresmaeili, Arezoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7861336/
https://www.ncbi.nlm.nih.gov/pubmed/33733195
http://dx.doi.org/10.3389/frai.2020.509354