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Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments
A key challenge for AI is to build embodied systems that operate in dynamically changing environments. Such systems must adapt to changing task contexts and learn continuously. Although standard deep learning systems achieve state of the art results on static benchmarks, they often struggle in dynam...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9100780/ https://www.ncbi.nlm.nih.gov/pubmed/35574225 http://dx.doi.org/10.3389/fnbot.2022.846219 |