Knowledge-aware Reinforced Language Models for Protein Directed Evolution

Yuhao Wang, Qiang Zhang, Ming Qin, Zhuang Xiang, Xiaotong Li +6 more
2/12/2026
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Cite this paper

@article{wang2026knowledgeaware,
  title  = {Knowledge-aware Reinforced Language Models for Protein Directed Evolution},
  author = {Yuhao Wang and Qiang Zhang and Ming Qin and Zhuang Xiang and Xiaotong Li and Zhichen Gong and Zeyuan Wang and Yu Zhao and Jianhua Yao and Keyan Ding and Huajun Chen},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:cdce445fec15c6bbfdbc6fc405dcabe06bb5efe4},
  journal = {ICML 2024 2024}
}

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