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Signal neutrality, scalar property, and collapsing boundaries as consequences of a learned multi-timescale strategy

We postulate that three fundamental elements underlie a decision making process: perception of time passing, information processing in multiple timescales and reward maximisation. We build a simple reinforcement learning agent upon these principles that we train on a random dot-like task. Our result...

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Detalles Bibliográficos
Autores principales: Manneschi, Luca, Gigante, Guido, Vasilaki, Eleni, Del Giudice, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462745/
https://www.ncbi.nlm.nih.gov/pubmed/35930590
http://dx.doi.org/10.1371/journal.pcbi.1009393