Teaching robots new tasks very quickly

Summary

The post shares 'Steertuning', a method claiming to adapt robots to new tasks from five human demonstrations in under five minutes, with links to its website and GitHub repository. The content is attributed to another author (@irmakkguzey) and relays their announcement without independent verification of the claimed performance metrics.

Source: Chris Paxton — X Robotics · Read original article ↗

Article text · Original source · English

Teaching robots new tasks very quickly

What the source reports

Publisher-reported claims, with original evidence. These results have not been independently verified by RoboSignal.

Reported numbers

demonstrations
5
View original evidence
I’m very excited to share Steertuning, a novel approach that adapts robots to new tasks from 5 human demonstrations in under 5 minutes, from demonstration to deployment.
Open source S3
minutes
5
View original evidence
I’m very excited to share Steertuning, a novel approach that adapts robots to new tasks from 5 human demonstrations in under 5 minutes, from demonstration to deployment.
Open source S3

paper: not_reported
code: Available Artifact link Open source S5
weights: not_reported
dataset: not_reported
code: not_reported

Source excerpts and review record

Automatically extracted; no manual editorial approval recorded.

I’m very excited to share Steertuning, a novel approach that adapts robots to new tasks from 5 human demonstrations in under 5 minutes, from demonstration to deployment.
Open source S3

Code: https://github.com/billy-yibo-yan/steertuning_release
Open source S5

Quoted postIrmak Guzey@irmakkguzey

As we get closer to a world where we live among robots, it’s becoming more and more valuable for robots to learn quickly with and from people. I’m very excited to share Steertuning, a novel approach that adapts robots to new tasks from 5 human demonstrations in under 5 minutes, from demonstration to deployment. Website: https://steertuning.github.io/ Code: https://github.com/billy-yibo-yan/steertuning_release

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