LEARNING
SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Models
Delin Qu, Haoming Song, Qizhi Chen, Yuanqi Yao, Xinyi Ye, Jiayuan Gu, Zhigang Wang, Yan Ding, Bin Zhao, Dong Wang
- 发表年份
- 2025
- 引用次数
- 15
- 访问权限
- 开放获取
摘要
and real-world setups, where the pre-learned action grids are re-discretized to capture robot-specific spatial action movements of new setups.The superior results from extensive evaluations demonstrate the exceptional in-distribution generalization and out-of-distribution adaptation capability, highlighting the crucial benefit of the proposed spatial-aware representations for generalist robot policy learning.All the details and codes are opensourced.
关键词
Representation (politics)Field (mathematics)Perspective (graphical)Feature (linguistics)Set (abstract data type)
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