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...

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Detalles Bibliográficos
Autores principales: Iyer, Abhiram, Grewal, Karan, Velu, Akash, Souza, Lucas Oliveira, Forest, Jeremy, Ahmad, Subutai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
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

Internet

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

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