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Skill Learning by Autonomous Robotic Playing Using Active Learning and Exploratory Behavior Composition

We consider the problem of autonomous acquisition of manipulation skills where problem-solving strategies are initially available only for a narrow range of situations. We propose to extend the range of solvable situations by autonomous play with the object. By applying previously-trained skills and...

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Detalles Bibliográficos
Autores principales: Hangl, Simon, Dunjko, Vedran, Briegel, Hans J., Piater, Justus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806109/
https://www.ncbi.nlm.nih.gov/pubmed/33501210
http://dx.doi.org/10.3389/frobt.2020.00042