Research / arXiv / Feb 22, 2026
Human-to-Robot Interaction: Learning from Video Demonstration for Robot Imitation
This work presents a video-demonstration pipeline for robot imitation, connecting visual task understanding with executable manipulation behavior.
The study examines a human-to-robot learning workflow in which video demonstrations become structured evidence for robot task imitation.
First-person task footage can strengthen this kind of pipeline by keeping the operator's working view, object state, and action sequence together.
Consult the cited arXiv record for the full technical method, evaluation, and author conclusions.
robot imitationvideo demonstrationhuman-to-robot transfercomputer vision
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