Tyler Hummer

Evolution and learning in differentiable robots

2024 · arXiv (Cornell University)

The automatic design of robots has existed for 30 years but has been constricted by serial non-differentiable design evaluations, premature convergence to simple bodies or clumsy behaviors, and a lack of sim2real transfer to physical …