Embodied Manipulation with Past and Future Morphologies through an Open Parametric Hand Design
A human-shaped robotic hand offers unparalleled versatility and fine motor skills, enabling it to perform a broad spectrum of tasks with precision, power and robustness. Across the paleontological record and animal kingdom we see a wide range of alternative hand and actuation designs. Understanding...
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Zusammenfassung: | A human-shaped robotic hand offers unparalleled versatility and fine motor
skills, enabling it to perform a broad spectrum of tasks with precision, power
and robustness. Across the paleontological record and animal kingdom we see a
wide range of alternative hand and actuation designs. Understanding the
morphological design space and the resulting emergent behaviors can not only
aid our understanding of dexterous manipulation and its evolution, but also
assist design optimization, achieving, and eventually surpassing human
capabilities. Exploration of hand embodiment has to date been limited by
inaccessibility of customizable hands in the real-world, and by the reality gap
in simulation of complex interactions. We introduce an open parametric design
which integrates techniques for simplified customization, fabrication, and
control with design features to maximize behavioral diversity. Non-linear
rolling joints, anatomical tendon routing, and a low degree-of-freedom,
modulating, actuation system, enable rapid production of single-piece 3D
printable hands without compromising dexterous behaviors. To demonstrate this,
we evaluated the design's low-level behavior range and stability, showing
variable stiffness over two orders of magnitude. Additionally, we fabricated
three hand designs: human, mirrored human with two thumbs, and aye-aye hands.
Manipulation tests evaluate the variation in each hand's proficiency at
handling diverse objects, and demonstrate emergent behaviors unique to each
design. Overall, we shed light on new possible designs for robotic hands,
provide a design space to compare and contrast different hand morphologies and
structures, and share a practical and open-source design for exploring embodied
manipulation. |
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DOI: | 10.48550/arxiv.2410.18633 |