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On the improvement of reinforcement active learning with the involvement of cross entropy to address one-shot learning problem
As a promising research direction in recent decades, active learning allows an oracle to assign labels to typical examples for performance improvement in learning systems. Existing works mainly focus on designing criteria for screening examples of high value to be labeled in a handcrafted manner. In...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6583946/ https://www.ncbi.nlm.nih.gov/pubmed/31216289 http://dx.doi.org/10.1371/journal.pone.0217408 |