Human demonstrations teach humanoids coordinated whole-body manipulation without teleoperation

EgoHumanoid-V2 aligns egocentric human motion with humanoid dynamics, enabling vision-language-action policies to perform four real-world tasks without task-specific robot demonstrations.

Chinese Tech
Jin Chen · Yiming Jiang · Chongyang Xu · Modi Shi · Shijia Peng · Li Chen · +5 more

OpenDriveLab at The University of Hong Kong · Alibaba Group · Shanghai Innovation Institute · Fudan University · Beihang University

Research Digest··2 min read
Chen and colleagues present a pipeline for converting egocentric human demonstrations into training data for coordinated humanoid loco-manipulation, where locomotion, balance and manipulation must work together.

The authors recorded egocentric human demonstrations and translated the observed full-body motions into actions executable by a humanoid.

Why this paper

From Alibaba Group and 6 others

In one line

EgoHumanoid-V2 transfers coordinated whole-body loco-manipulation skills from egocentric human demonstrations to humanoid robots.

What we could check

  • ·No code link found
  • ·No weights link found
  • ·No dataset link found
  • ·No compute details found
  • ✓Limitations stated by the authors (2 noted)
  • ✓Reports numbers on named benchmarks

Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.

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Research Digest

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