Author

Yan-Lin Li

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Review Oct 2026

Toward Recursive Self-Improvement in Physical AI

Recursive self-improvement (RSI) describes a system that improves not only its behavior but also the process by which it improves. Recent digital agents test this idea by rewriting their own code and checking each version with executable tests. Bringing these mechanisms into the physical world requires learning from pa...

Meng-Yang-Yu-Jing-Jia Luo, Ze-Chen Bai, Shan-Qing Xu et al. · 0 citations

#natural language process... Preprint Sep 2026

Omni-IO Skills: Harnessing Your Agent Omni-Native

The results establish harness-level capability composition as a practical route to broad, evolvable Omni systems without changing the host agent's reasoning core.

Yan-Lin Li, Ming-Yang Hao, Sheng-Qiong Wu et al. · 0 citations

#software testing Preprint Sep 2026

AI for Games in the Foundation Model Era

This work examines what structure is supplied by the game or workflow, what AI learns or produces, which capabilities and artifacts transfer across settings and roles, and what evidence supports the claims and identifies cross-role connections.

Meng-Yang-Yu-Jing-Jia Luo, Yan-Lin Li, Hao Li et al. · 4 citations