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Boredom-Driven Curious Learning by Homeo-Heterostatic Value Gradients

This paper presents the Homeo-Heterostatic Value Gradients (HHVG) algorithm as a formal account on the constructive interplay between boredom and curiosity which gives rise to effective exploration and superior forward model learning. We offer an instrumental view of action selection, in which an ac...

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Detalles Bibliográficos
Autores principales: Yu, Yen, Chang, Acer Y. C., Kanai, Ryota
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6349823/
https://www.ncbi.nlm.nih.gov/pubmed/30723402
http://dx.doi.org/10.3389/fnbot.2018.00088