Papers

• CoSPlay: Cooperative Self-Play at Test-Time with Self-Generated Code and Unit Test (2026)
  Zhangyi Hu et al.
  1.94
• Language Self-Play For Data-Free Training (2025)
  Jakub Grudzien Kuba et al.
  1.28
• Search Self-play: Pushing the Frontier of Agent Capability without Supervision (2025)
  Hongliang Lu et al.
  1.28
• Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models (2024)
  Zixiang Chen et al.
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• Towards Conversational Diagnostic AI (2024)
  Tao Tu et al.
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• Strategist: Learning Strategic Skills by LLMs via Bi-Level Tree Search (2024)
  Jonathan Light et al.
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• MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders (2024)
  Cheng Li et al.
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• SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models (2024)
  Jiale Cheng et al.
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