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Sorting Objects from a Conveyor Belt Using POMDPs with Multiple-Object Observations and Information-Gain Rewards †

We consider a robot that must sort objects transported by a conveyor belt into different classes. Multiple observations must be performed before taking a decision on the class of each object, because the imperfect sensing sometimes detects the incorrect object class. The objective is to sort the seq...

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Detalles Bibliográficos
Autores principales: Mezei, Ady-Daniel, Tamás, Levente, Buşoniu, Lucian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249059/
https://www.ncbi.nlm.nih.gov/pubmed/32349393
http://dx.doi.org/10.3390/s20092481