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Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot

Long-term human-robot interaction requires the continuous acquisition of knowledge. This ability is referred to as lifelong learning (LL). LL is a long-standing challenge in machine learning due to catastrophic forgetting, which states that continuously learning from novel experiences leads to a dec...

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Detalles Bibliográficos
Autores principales: Logacjov, Aleksej, Kerzel, Matthias, Wermter, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8281815/
https://www.ncbi.nlm.nih.gov/pubmed/34276332
http://dx.doi.org/10.3389/fnbot.2021.669534