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gaodechen authored Jul 18, 2024
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# 🌍 Learn to Drive in "Dreams": CarDreamer 🚗

Unleash the power of **imagination** and **generalization** of world models for self-driving cars
<div align="center">
<a href="https://huggingface.co/ucd-dare/CarDreamer/tree/main">
<img src="https://img.icons8.com/?size=32&id=sop9ROXku5bb" alt="HuggingFace Checkpoints" />
HuggingFace Checkpoints
</a>
&nbsp;|&nbsp;
<a href="https://car-dreamer.readthedocs.io/en/latest/">
<img src="https://img.icons8.com/nolan/32/api.png" alt="CarDreamer API Documents" />
CarDreamer API Documents
</a>
&nbsp;|&nbsp;
<a href="https://arxiv.org/abs/2405.09111">
<img src="https://img.icons8.com/?size=32&id=48326&format=png" alt="ArXiv Pre-print" />
ArXiv Pre-print
</a>
</div>

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Unleash the power of **imagination** and **generalization** of world models for self-driving cars.

> [!NOTE]
> - **July 2024:** Created a stop-sign task and a traffic-light task!
> - **July 2024:** Uploaded all the task checkpoints to [HuggingFace](https://huggingface.co/ucd-dare/CarDreamer/tree/main)

## **Can world models imagine traffic dynamics for training autonomous driving agents? The answer is YES!**

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