TokenHSI Dataset Instruction

[2025-04-07] All datasets have been released!

Please download the datasets and organize them as the following file structure:

|-- tokenhsi
    |-- data
        |-- dataset_amass_loco
            |-- motions
            |-- smpl_params
            |-- ...
        |-- dataset_amass_climb
            |-- motions
            |-- objects
            |-- smpl_params
            |-- ...
        |-- dataset_sit
            |-- motions
            |-- objects
            |-- ...
        |-- dataset_carry
            |-- motions
            |-- ...
        |-- dataset_amass_loco_stairs
            |-- motions
            |-- smpl_params
            |-- ...
        |-- dataset_dynamic_objects
            |-- train
            |-- test
            |-- ...
|-- body_models
|-- output

• dataset_stage1.zip, which is used in the foundational skill learning stage, contains four folders:

  • dataset_amass_loco
  • dataset_amass_climb
  • dataset_sit
  • dataset_carry

• dataset_stage2.zip, which is used in the policy adaptation stage, contains two folders:

  • dataset_amass_loco_stairs
  • dataset_dynamic_objects

GitHub repo: https://github.com/liangpan99/TokenHSI
arXiv paper: https://huggingface.co/papers/2503.19901
Project page: https://liangpan99.github.io/TokenHSI/