Author

Shao-Ting Zhu

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Preprint Sep 2026

TactileStep: Sole Tactile Learning for Regulating Foot-Terrain Interaction in Humanoid Locomotion

Humanoid parkour policies can traverse various terrains, but task completion may mask challenges of harsh landings, edge contacts, and unstable stance contacts. Humans naturally regulate foot-terrain interaction through tactile feedback, modulating contact compliance according to terrain stiffness. This highlights a ke...

Zi-Zhuo Wang, Ming-Ju Lee, Shao-Ting Zhu et al. · 0 citations

Preprint Sep 2026

WB-WAM: Heterogeneous Body-Hand Pre-training for Humanoid Loco-Manipulation

Humanoid loco-manipulation demands coordinated body and hand behavior, while conventional robot pre-training data provide limited coverage of such whole-body motion. We present WB-WAM, a World Action Model that incorporates explicit whole-body action supervision into generative video pre-training. A shared physical act...

Chuan Qin, Shao-Ting Zhu, Si-Yuan Luo et al. · 0 citations

Preprint Aug 2026

G0.5: One Autoregressive Stream for Robot Reasoning and Action

G0.5 is introduced, a pretrained autoregressive VLA in which a single transformer decoder emits reasoning and action tokens under a single objective, which exceeds state-of-the-art models across 7 independent regimes.

Yi-Cheng Liu, Zibin Dong, Baijun Ye et al. · 17 citations · ⚡2