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Safe Model-Based Reinforcement Learning for Systems With Parametric Uncertainties

Reinforcement learning has been established over the past decade as an effective tool to find optimal control policies for dynamical systems, with recent focus on approaches that guarantee safety during the learning and/or execution phases. In general, safety guarantees are critical in reinforcement...

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Detalles Bibliográficos
Autores principales: Mahmud, S. M. Nahid, Nivison, Scott A., Bell, Zachary I., Kamalapurkar, Rushikesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8717089/
https://www.ncbi.nlm.nih.gov/pubmed/34977161
http://dx.doi.org/10.3389/frobt.2021.733104