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2024 ICML ICML 2024

Knowledge-aware Reinforced Language Models for Protein Directed Evolution

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Knowledge & Reasoning and Natural Language Processing

Authors

Yuhao Wang, Qiang Zhang, Ming Qin, Xiang Zhuang, Xiaotong Li, Zhichen Gong, Zeyuan Wang, Yu Zhao, Jianhua Yao, Keyan Ding, Huajun Chen

Topics

Machine Learning > Optimization & Theory > Optimization Natural Language Processing > Generation > Language Modeling Knowledge & Reasoning > Representation > Knowledge Graphs

Keywords

policy network protein language model amino acid knowledge graph fitness predictor mutant sampling protein directed evolution
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