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Author

Boning Shao

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Preprint Oct 2026

Agentic World Action Models

Recent world action models provide visual foresight and future prediction for robot manipulation, but lack explicit mechanisms for compositional skill reuse. Agentic robotics combines code-based planning and reasoning with reusable skills, but often lacks predictive grounding in physical dynamics. We introduce AW-0, an...

Zhuo-Yang Liu, Dan-Tong Niu, Bo-Tong Zhang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

DexTacWAM: A Visuo-Tactile World-Action Model for Dexterous Manipulation

A visuo-tactile WAM that encodes each fingertip independently, aggregates the resulting features through a finger- and pose-aware tactile compressor, and injects the tactile latent into a video diffusion world model for joint visuo-tactile world modeling is presented.

Hao-Ran Yuan, Ze-Kai Wang, Bo-Ning Shao et al. · 1 citation

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