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  ## Introduction
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  Aux-Think internalizes Chain-of-Thought (CoT) only during training, enabling efficient Vision-Language Navigation without explicit reasoning at inference, and achieving strong performance with minimal data.
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- ![](https://horizonrobotics.github.io/robot_lab/aux-think/stats/x3.png)
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  ## Citation
 
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  ## Introduction
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  Aux-Think internalizes Chain-of-Thought (CoT) only during training, enabling efficient Vision-Language Navigation without explicit reasoning at inference, and achieving strong performance with minimal data.
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+ ![](https://horizonrobotics.github.io/robot_lab/aux-think/stats/pipeline.png)
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  ## Citation