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Risk-Aware Model-Based Control

Model-Based Reinforcement Learning (MBRL) algorithms have been shown to have an advantage on data-efficiency, but often overshadowed by state-of-the-art model-free methods in performance, especially when facing high-dimensional and complex problems. In this work, a novel MBRL method is proposed, cal...

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Detalles Bibliográficos
Autores principales: Yu, Chen, Rosendo, Andre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990789/
https://www.ncbi.nlm.nih.gov/pubmed/33778013
http://dx.doi.org/10.3389/frobt.2021.617839