Filippo Stocco

Guiding Generative Protein Language Models with Reinforcement Learning

2024 · arXiv (Cornell University)

Protein language models (pLMs) have demonstrated success at generating functional proteins across vast sequence spaces but lack the ability to design high-fitness variants on demand. Here, we iteratively guide pLMs toward user-defined objectives by applying …