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**ActiveVLA: Injecting Active Perception into Vision-Language-Action Models for Precise 3D Robotic Manipulation**
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**Zhenyang Liu**<sup>1,2</sup>, **Yongchong Gu**<sup>1</sup>, **Yikai Wang**<sup>3
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**Xiangyang Xue**<sup>1,†</sup>, **Yanwei Fu**<sup>1,2,†</sup>
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<sup>1</sup>Fudan University, <sup>2</sup>Shanghai Innovation Institute, <sup>3</sup>Nanyang Technological University
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<sup
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[](https://arxiv.org/abs/2601.08325v1)
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[](https://zhenyangliu.github.io/ActiveVLA/)
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**ActiveVLA: Injecting Active Perception into Vision-Language-Action Models for Precise 3D Robotic Manipulation**
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**Zhenyang Liu**<sup>1,2</sup>, **Yongchong Gu**<sup>1</sup>, **Yikai Wang**<sup>3</sup>,
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**Xiangyang Xue**<sup>1,†</sup>, **Yanwei Fu**<sup>1,2,†</sup>
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<sup>1</sup>Fudan University, <sup>2</sup>Shanghai Innovation Institute, <sup>3</sup>Nanyang Technological University
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<sup>†</sup>Corresponding Authors
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[](https://arxiv.org/abs/2601.08325v1)
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[](https://zhenyangliu.github.io/ActiveVLA/)
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