Embodied Robotics Research

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

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