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Author

Zhi-You Heng

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Preprint Sep 2026

Harness Robotic OS: A Unified Embodied-Agent Runtime for Closed-Loop Quadruped Inspection

These results validate the deployed navigation and inspection closed loop, while HROS provides an extensible software foundation for memory-augmented, voice-aware, and continuously improvable embodied inspection agents.

Yao-Yuan Yan, Zhi-You Heng, Hao-Xiang Jie et al. · 1 citation · ⚡1
Preprint Aug 2026

Ontology-Grounded World Models for Failure Diagnosis and Closed-Loop Repair in Physical AI Systems

Onto-EV-WM is presented, an ontology-grounded diagnosis and verification-gated correction interface layered above EV-WM rather than a replacement world-model architecture, an ontology-grounded diagnosis and verification-gated correction interface layered above EV-WM.

Kai-Lin Wang, Hao-Xiang Jie, Yao-Yuan Yan et al. · 1 citation

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