AIBullisharXiv – CS AI · 7h ago6/10
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TouchThinker: Scaling Tactile Commonsense Reasoning to the Open World with Large-scale Data and Action-aware Representation
Researchers introduce TouchThinker, a tactile-language framework designed to advance embodied AI systems by scaling tactile commonsense reasoning. The work addresses key limitations through TouchThinker-1M, a million-scale dataset covering 415 objects and 7 sensor types, and proposes action-aware representation mechanisms to improve tactile signal efficiency and semantic expressiveness.