evolutionary algorithms

GraphSkillEvo: Evolutionary Optimization of Graph-Structured Agent Skillsarxiv.org

GraphSkillEvo encodes LLM agent skills as directed graphs and applies population‑based evolution (mutation, crossover) to optimise them. Across five benchmarks it beats the SkillOpt baseline, gaining up to 4% accuracy on GPT‑5.4‑nano.