Ligong Chen

Accelerating Virtual Directed Evolution of Proteins via Reinforcement Learning

2025 · bioRxiv (Cold Spring Harbor Laboratory)

Abstract With the advancement of machine learning methods, the protein fitness landscape can be predicted, providing reliable guidance in the selection of advantageous mutations for the directed evolution of proteins. However, the potential multiple mutational …