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  1. README.md +12 -14
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  ---
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- license: apache-2.0
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  language:
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- - en
 
 
 
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  tags:
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- - large-language-model
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- - multi-agent-systems
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- - reinforcement-learning
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- - agentic-ai
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- - code
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- - math
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  ---
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  # MetaAgent-X: Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning
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- [Paper πŸ“‘](https://arxiv.org/abs/2605.14212)
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-
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- [Codebase πŸš—](https://github.com/pettingllms-ai/PettingLLMs)
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-
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- [Project Page πŸ†](https://mercury7353.github.io/MetaAgent-X-Page/)
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  ## Overview
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  | Overall | Average | **38.33** |
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  ## Citation
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- ```
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  @misc{zhang2026metaagentxbreakingceiling,
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  title={MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning},
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  author={Yaolun Zhang and Yujie Zhao and Nan Wang and Yiran Wu and Jiayu Chang and Yizhao Chen and Qingyun Wu and Jishen Zhao and Huazheng Wang},
 
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  ---
 
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  language:
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+ - en
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+ license: apache-2.0
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+ library_name: transformers
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+ pipeline_tag: text-generation
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  tags:
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+ - large-language-model
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+ - multi-agent-systems
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+ - reinforcement-learning
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+ - agentic-ai
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+ - code
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+ - math
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  ---
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  # MetaAgent-X: Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning
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+ [Paper πŸ“‘](https://arxiv.org/abs/2605.14212) | [Codebase πŸš—](https://github.com/pettingllms-ai/PettingLLMs) | [Project Page πŸ†](https://mercury7353.github.io/MetaAgent-X-Page/)
 
 
 
 
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  ## Overview
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  | Overall | Average | **38.33** |
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  ## Citation
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+ ```bibtex
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  @misc{zhang2026metaagentxbreakingceiling,
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  title={MetaAgent-X : Breaking the Ceiling of Automatic Multi-Agent Systems via End-to-End Reinforcement Learning},
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  author={Yaolun Zhang and Yujie Zhao and Nan Wang and Yiran Wu and Jiayu Chang and Yizhao Chen and Qingyun Wu and Jishen Zhao and Huazheng Wang},