Spark-0: Scaling Spatially Aligned Tactile Pretraining for Robot Dexterous Manipulation

Tianxing Chen, Wenwei Lin, Chuqiao Lyu +19

Generalist robot policies benefit from large-scale visual pretraining but often struggle with contact-rich dexterous manipulation, where force, compliance, and incipient slip are h…