latent-action-pretraining
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README.md
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<h1 align="center"> LAPA: Latent Action Pretraining from Videos</h1>
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<a href="">
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- LAPA is the **first unsupervised approach** for pretraining Vision-Language-Action (VLA) models without ground-truth robot action labels.
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+ **Vision Backbone**: VQGAN
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+ **Language Model**: Llama-2
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- **Pretraining Dataset:** [Open X-Embodiment](https://robotics-transformer-x.github.io/)
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- **Paper:**
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### Primary Use Cases
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<h1 align="center"> LAPA: Latent Action Pretraining from Videos</h1>
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<p align="center">
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<a href="https://latentactionpretraining.github.io/">Website</a>  |   <a href="https://arxiv.org/abs/2410.11758">Paper</a>  |   <a href="https://github.com/LatentActionPretraining/LAPA">Github</a>  
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<br>
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- LAPA is the **first unsupervised approach** for pretraining Vision-Language-Action (VLA) models without ground-truth robot action labels.
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+ **Vision Backbone**: VQGAN
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+ **Language Model**: Llama-2
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- **Pretraining Dataset:** [Open X-Embodiment](https://robotics-transformer-x.github.io/)
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- **Website:** https://latentactionpretraining.github.io/
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- **Paper:** https://arxiv.org/abs/2410.11758
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- **Code:** https://github.com/LatentActionPretraining/LAPA
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### Primary Use Cases
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