Adaptive Position Control of Pneumatic Continuum Manipulator Based on MAML Meta-Reinforcement Learning

Reinforcement learning algorithms usually focus on a specific task, which often performs well only in the training environment. When the task changes, its performance drops significantly, with the algorithm lacking the ability to adapt to new environments and tasks. For the position control of a pne...

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Bibliographic Details
Main Authors: Lina Hao, Qiang Cheng, Hongshuai Liu, Ying Zhang
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/23/10821
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