AIBullisharXiv – CS AI · 7h ago7/10
🧠
SkillDAG: Self-Evolving Typed Skill Graphs for LLM Skill Selection at Scale
SkillDAG introduces a typed directed graph system that models inter-skill relationships for LLM agents, enabling dynamic skill selection and structural learning during execution. The approach significantly outperforms existing baselines on ALFWorld and SkillsBench benchmarks, achieving 67.1% success and 27.3% reward by treating skill selection as a structural problem rather than a similarity-matching one.
🧠 GPT-5