Sun Yat-sen University
Research university with a Shenzhen campus, China.
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3 November 2026
Robots learned manipulation from ordinary human videos, with 82% success on 12 real tasks
The method beat the UniVLA baseline's 70.4% on an Astribot S1 arm and scored 91.3% on the LIBERO simulation benchmark.
arXiv (preprint)