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IEEE TNNLS

IEEE Transactions on Neural Networks and Learning Systems · 期刊 · Machine Learning

2025-11-26 至 2025-11-26 共收录 1
2406.09178 2025-11-26 cs.RO

A Physics-informed Demonstration-guided Learning Framework for Granular Material Manipulation

一种融合物理信息的示范引导学习框架用于颗粒材料操控

Minglun Wei, Xintong Yang, Yu-Kun Lai, Seyed Amir Tafrishi, Ze Ji

机构 * School of Engineering, Cardiff University(工程学院,卡迪夫大学) School of Computer Science and Informatics, Cardiff University(计算机科学与信息学学院,卡迪夫大学)

AI总结 本文提出一种融合物理信息的示范引导学习框架,通过可微分模拟器和梯度优化生成示范,实现高效学习颗粒材料操控任务。

Comments Accepted as a regular paper by IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

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