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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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 |