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Tensegrity SuperBall Parameter Dataset

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arXiv2025-09-30 收录
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https://sites.google.com/view/tensegrity/
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资源简介:
该数据集包含了20,000个训练数据点和2,000个测试数据点,这些数据是通过模拟器生成的,旨在识别基于不同采样参数的Tensegrity SuperBall机器人模型的参数。此外,该数据集从15维参数空间中生成,其采样值在真实值的±10%范围内,这有助于为Tensegrity机器人进行优化和控制实验。该数据集的规模为20,000个训练点和2,000个测试点,其任务是进行张拉整体运动模型的识别。

This dataset consists of 20,000 training data points and 2,000 test data points, all generated via a simulator, with the goal of identifying the parameters of the Tensegrity SuperBall robot model using different sampling parameters. Furthermore, this dataset is derived from a 15-dimensional parameter space, where all sampled values lie within ±10% of their ground-truth values, which supports optimization and control experiments for tensegrity robots. Featuring a total of 20,000 training samples and 2,000 test samples, the primary task of this dataset is to identify the kinematic model of tensegrity structures.
提供机构:
NASA's Tensegrity Robotics Toolkit
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