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Contributions of expected learning progress and perceptual novelty to curiosity-driven exploration

Exploration is curiosity-driven when it relies on the intrinsic motivation to know rather than on extrinsic rewards. Recent evidence shows that artificial agents perform better on a variety of tasks when their learning is curiosity-driven, and humans often engage in curiosity-driven learning when sa...

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Detalles Bibliográficos
Autores principales: Poli, Francesco, Meyer, Marlene, Mars, Rogier B., Hunnius, Sabine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9194910/
https://www.ncbi.nlm.nih.gov/pubmed/35421742
http://dx.doi.org/10.1016/j.cognition.2022.105119