Delta6 delivers a low-cost 6-DOF force-sensing end-effector with 3.8% FS accuracy using sequence models, validated on robot-arm tasks like buffing and tight assembly.
arXiv preprint arXiv:2503.11272 , year=
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A mechanics of the learning process is emerging in deep learning theory, characterized by dynamics, coarse statistics, and falsifiable predictions across idealized settings, limits, laws, hyperparameters, and universal behaviors.
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Delta6: A Low-Cost, 6-DOF Force-Sensing Flexible End-Effector
Delta6 delivers a low-cost 6-DOF force-sensing end-effector with 3.8% FS accuracy using sequence models, validated on robot-arm tasks like buffing and tight assembly.
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There Will Be a Scientific Theory of Deep Learning
A mechanics of the learning process is emerging in deep learning theory, characterized by dynamics, coarse statistics, and falsifiable predictions across idealized settings, limits, laws, hyperparameters, and universal behaviors.