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Dynamic balance of a bipedal robot using neural network training with simulated annealing

This work proposes using an evolutionary optimization method known as simulated annealing to train artificial neural networks. These neural networks are used to control posture stabilization of a humanoid robot in a simulation. A total of eight multilayer perceptron neural networks are used. Althoug...

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Detalles Bibliográficos
Autores principales: Angeles-García, Yoqsan, Calvo, Hiram, Sossa, Humberto, Anzueto-Ríos, Álvaro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366121/
https://www.ncbi.nlm.nih.gov/pubmed/35966372
http://dx.doi.org/10.3389/fnbot.2022.934109