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Nagasrikanth Kallakuri

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#artificial intelligence Preprint Oct 2026

Human Demonstrations as Post-Training Data for Any Robot Body: Retargeting the Object, Not the Hand

Human demonstrations are today used largely for pretraining vision-language-action models, with little ability to use the same data for target-embodiment or task-oriented training, which scalable deployment of robots in industrial and general environments depends on. A human demonstration recorded on a simple and scala...

Nagasrikanth Kallakuri · 0 citations

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