Author

Yu Cheng

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Jul 2026

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

This work introduces Skill Self-Play (Skill-SP), a co-evolutionary framework comprising a proposer, a solver, and a dynamic skill controller that effectively bridges the gap between structured verification and open-ended exploration.

Siyuan Huang, Pengyu Cheng, Haotian Liu et al. · arXiv.org · 1 citation