Structure-aware Reinforcement Learning for Protein Directed Evolution

Zikun Nie, Suyuan Zhao, Yizhen Luo +2

Protein optimization remains a longstanding goal in life sciences. Existing machine learning-assisted directed evolution (MLDE) methods primarily rely on sequence-only features, ov…