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Certifiable Robot Design Optimization using Differentiable Programming

Published in arXiv (Cornell University) • Apr 22, 2022
Authors:
Charles Dawson
,
Chuchu Fan

Abstract

There is a growing need for computational tools to automatically design and verify autonomous systems, especially complex robotic systems involving perception, planning, control, and hardware in the autonomy stack. Differentiable programming has recently emerged as powerful tool for modeling and opt...

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