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Reinforcement Learning Guides Generative Protein Language Models

Stocco, Filippo et al.
arXiv (All) · Papers
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biomolecules
Protein engineering can optimize molecules for biotechnology and therapeutics, but navigating the high-dimensional sequence landscape remains challenging. Protein language models (pLMs) have shown to to generate functional proteins far from natural sequences, yet their outputs tend to reflect preval
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