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Visual Rewards From Observation for Sequential Tasks: Autonomous Pile Loading

One of the key challenges in implementing reinforcement learning methods for real-world robotic applications is the design of a suitable reward function. In field robotics, the absence of abundant datasets, limited training time, and high variation of environmental conditions complicate the task fur...

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Detalles Bibliográficos
Autores principales: Strokina, Nataliya, Yang, Wenyan, Pajarinen, Joni, Serbenyuk, Nikolay, Kämäräinen, Joni, Ghabcheloo, Reza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9194444/
https://www.ncbi.nlm.nih.gov/pubmed/35712549
http://dx.doi.org/10.3389/frobt.2022.838059