Embodied Robotics Research
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Tag: data-efficiency
3 items with this tag.
Jul 22, 2026
Closing the Lab-to-Store Gap: A Data-Efficient Post-Training and Experience-Driven Learning VLA Framework for Retail Humanoids (DEED)
vla-posttraining
retail-robotics
real-world-deployment
reinforcement-learning-from-experience
data-efficiency
Jun 18, 2026
FOCA: Future-Oriented Conditioning for Data-Efficient Vision-Language-Action Adaptation
vla
data-efficiency
few-shot-adaptation
latent-goals
vla-posttraining
May 28, 2026
PrimitiveVLA: Learning Reusable Motion Primitives for Efficient and Generalizable Robotic Manipulation
vla
motion-primitives
data-efficiency