Addressing catastrophic forgetting in payload parameter identification using incremental ensemble learning

Collaborative robots (cobots) are increasingly integrated into Industry 4.0 dynamic manufacturing environments that require frequent system reconfiguration due to changes in cobot paths and payloads. This necessitates fast methods for identifying payload inertial parameters to compensate the cobot c...

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Bibliographic Details
Main Authors: Wael Taie, Khaled ElGeneidy, Ali Al-Yacoub, Ronglei Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frobt.2024.1470163/full
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