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Screw Attention: Rigid-Body Algebra Inside a Transformer

Magassouba, Aly
arXiv (All) · Papers
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robotics
Learned manipulation policies rediscover from data the spatial relations that rigid-body mechanics supplies in closed form. This costs data, and it leaves the policies fragile to geometric changes in the scene. We present Screw Attention, a transformer layer in which the relation between two bodies
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