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metadata
license: apache-2.0
tags:
  - robotics
  - humanoid
  - motion-prediction
  - sequence-modeling
  - deep-learning
pipeline_tag: text-classification

Humanoid Motion Predictor v2

Model for predicting next humanoid robot movement based on motion command sequence.

Supported Commands

  • move_forward
  • move_backward
  • rotate_left
  • rotate_right
  • bend
  • grab
  • release
  • idle

Model Architecture

  • LSTM based sequence model
  • Framework: PyTorch
  • Input: motion command sequence
  • Output: next predicted motion

Use Case

Designed for humanoid robot training simulations and motion planning.

License

Apache 2.0