Kinesis target goal reaching (& directional control)

Model Description

  • This model was trained on the KIT-Locomotion dataset and finetuned on a downstream target goal reaching task.
  • The model performs muscle control without reference trajectories using a musculoskeletal model (MyoLeg).
  • For more details, please refer to the paper and the code repository.

Model Details

  • Framework: PyTorch
  • Model Type: MLP
  • Training Data: KIT-Locomotion dataset & Task-driven RL
  • Input: Proprioceptive state and target goal
  • Output: Target muscle lengths
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