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Yi-Rong Yang

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#natural language process... Preprint Oct 2026

Learning What to Keep: Transfer-Aware Personal Skill Learning from User Feedback

This work proposes SkillGrain, a framework for learning reusable personalized skills from user feedback that decomposes feedback into independently actionable rules, predicts their transferability, and retains only those suitable for future requests.

Li Wang, Chen Zhang, Yi-Rong Yang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

AeroWeaver: An Embodied-Agent Harness for Weaving Aerial Skills into Distributed, Adaptive Swarm Execution

Experiments and runtime validation show that AeroWeaver maintains valid skill execution under tested conditions and supports body-local multi-UAV operation without a central agent generating joint actions from global context, while reward-guided online updates provide a training-free path for adaptive learning swarm ag...

Jiabin Lou, Yi-Rong Yang, Hao-Peng Wang et al. · 1 citation

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