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A Supervised-Reinforced Successive Training Framework for a Fuzzy Inference System and Its Application in Robotic Odor Source Searching

Fuzzy inference systems have been widely applied in robotic control. Previous studies proposed various methods to tune the fuzzy rules and the parameters of the membership functions (MFs). Training the systems with only supervised learning requires a large amount of input-output data, and the perfor...

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Detalles Bibliográficos
Autores principales: Chen, Xinxing, Leng, Yuquan, Fu, Chenglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9194852/
https://www.ncbi.nlm.nih.gov/pubmed/35711281
http://dx.doi.org/10.3389/fnbot.2022.914706