robotics
One Video Became a Reusable Robot Program
RAPID inferred a task specification, action primitives and a test environment from one human demonstration.
Summary
RAPID inferred a task specification, action primitives and a test environment from one human demonstration.
The agentic loop generated, executed and refined object-centric robot programs across eight contact-rich tasks and LIBERO-Pro manipulation tasks, then ran all eight nonprehensile tasks on a real Franka arm. The authors report generalization across pose, shape, material and environment.
Why it matters
RAPID inferred a task specification, action primitives and a test environment from one human demonstration.
Limits and context
No additional limitation was separately recorded.
Key claims
RAPID inferred a task specification, action primitives and a test environment from one human demonstration.
Evidence: source-2026-09-25-017
Sources
- arXiv preprint 2609.30249arXiv · primary research
Corrections
No corrections have been recorded for this story.