Author

Renda Li

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Preprint Aug 2026

SkillForge: Evolving Verifiable Skills for Reinforcement Learning Agents

SkillForge is proposed, a framework for continuous skill evolution that enables skills to be verified and refined through environment interaction and introduces evidence-based skill verification and multi-pathway skill induction, allowing the skill bank to continuously grow while maintaining its quality.

Shidong Yang, Zi-Yu Ma, Tongwen Huang et al. · 5 citations