Embodied Robotics Research

Tag: pretraining

5 items with this tag.

  • Jun 25, 2026

    LA4VLA: Learning to Act without Seeing via Language-Action Pretraining

    • vla
    • language-action-pretraining
    • language-grounding
    • data-efficient
    • pretraining
  • May 13, 2026

    ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models

    • latent-action
    • flow-matching
    • pretraining
    • MetaWorld
    • LIBERO
  • May 06, 2026

    From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models

    • latent-action
    • pretraining
    • cross-embodiment
    • image-based
    • action-based
  • May 01, 2026

    Being-H0.7: A Latent World-Action Model from Egocentric Videos

    • latent-world-model
    • egocentric-video
    • action-tokens
    • dual-branch
    • pretraining
  • Mar 27, 2026

    DeFI: Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining

    • pretraining
    • forward-dynamics
    • inverse-dynamics
    • action-free-video
    • ICLR-2026

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