Kinesis motion imitation model (MoE with 3 experts)

Model Description

  • This model was trained on the KIT-Locomotion dataset and performs motion imitation using a musculoskeletal model (MyoLeg).
  • For more details, please refer to the paper and the code repository.

Model Details

  • Framework: PyTorch
  • Model Type: MoE (Mixture of Experts) with 3 experts (MLP)
  • Training Data: KIT-Locomotion dataset
  • Input: Proprioceptive state and target motion frame
  • Output: Target muscle lengths

HuggingFace paper link: arxiv.org/abs/2503.14637

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