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DexMan: Learning Bimanual Dexterous Manipulation from Human and Generated Videos

teaser-1

[paper] [website]

πŸ™ Acknowledgement

Some code and ideas in this project are adapted from the following excellent works. We are grateful to their authors for making these resources available:

πŸ”Ή RL Training
πŸ”Ή Digital Twin

Contributions

This work was a collaborative effort with the following main contributions:

  • Jhen Hsieh (@spen2005): Video-to-simulator pipeline design and implementation, RL training, and system integration
  • Kuan-Hsun Tu (@syun413): Image to object mesh pipeline development, Any6d setup and experiments, pose estimation ablation studies, environments setup, website development, and manuscript preparation
  • Kuo-Han Hung (@khhung-906): Object selection and mesh generation pipeline, genesisIK testing, and manuscript preparation

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