AIBullisharXiv – CS AI · 5h ago7/10
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OpenSkill: Open-World Self-Evolution for LLM Agents
OpenSkill introduces a framework enabling LLM agents to self-evolve in open-world environments without task-specific supervision, bootstrapping both skills and verification signals from public documentation and web resources. The approach demonstrates superior performance across benchmarks while maintaining transferability across different models, addressing a critical gap in autonomous agent deployment.