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O(2)A: One-Shot Observational Learning with Action Vectors

We present O(2)A, a novel method for learning to perform robotic manipulation tasks from a single (one-shot) third-person demonstration video. To our knowledge, it is the first time this has been done for a single demonstration. The key novelty lies in pre-training a feature extractor for creating a...

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Detalles Bibliográficos
Autores principales: Pauly, Leo, Agboh , Wisdom C., Hogg , David C., Fuentes , Raul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8367442/
https://www.ncbi.nlm.nih.gov/pubmed/34409071
http://dx.doi.org/10.3389/frobt.2021.686368