论文研究 arXiv cs.CL Thu, 13 Aug 2026 正文 thin 4 words

Better, Faster, Stronger: Programmatic Skill Learning Best Reduces Agent Cost

英文标题:Better, Faster, Stronger: Programmatic Skill Learning Best Reduces Agent Cost

arXiv:2608.11338v1 Announce Type: new Abstract: Recently, the practice of augmenting LLM agent capability with skills has gained prevalence. We explore the cost effective adaptation of agents to novel domains by means of learning skills. Existing works focus on performance gain over cost effectiven
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arXiv:2608.11338v1 Announce Type: new Abstract: Recently, the practice of augmenting LLM agent capability with skills has gained prevalence. We explore the cost effective adaptation of agents to novel domains by means of learning skills. Existing works focus on performance gain over cost effectiven

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