Skip to content
Source
Pulkit Agrawal· @pulkitology · X·· 12 days agoEditorial score15

Policy learning is not just about learning :)... a lot depends on the physical manifestation underlying what is learned. Uncover things that matter to make robots work!

Summary

Policy learning is not just about learning :)... a lot depends on the physical manifestation underlying what is learned. Uncover things that matter to make robots work!

Evidence and limits

Published automatically after robotics and source-evidence checks; no manual editorial approval is recorded. Source assertions are not independently verified. Missing information remains not reported.

Environment:
Not reported
Control:
Not reported
Data origin:
Not reported
Source excerpts and review record

No manual editorial approval recorded.

Original source quotation: “Policy learning is not just about learning :)... a lot depends on the physical manifestation underlying what is learned.”

Source E1
Text

Policy learning is not just about learning :)... a lot depends on the physical manifestation underlying what is learned. Uncover things that matter to make robots work!

Quoted postYounghyo Park@younghyo_park
Robot-learning folks: have you ever found that a seemingly minor system choice beneath the policy—controller tuning, hardware selection, or inference infrastructure—made a much bigger difference to your robot’s performance than an architecture or algorithm tweak? How do you usually isolate and report that effect? That’s the question behind our Workshop on Everything Beneath the Policy at #CoRL2026.
View the quoted post on X

Source:Pulkit Agrawal · x.com