Deep Reinforcement Learning for De-Novo Drug Design

Mariya Popova, Olexandr Isayev, Alexander Tropsha

We propose a novel computational strategy for de novo design of molecules with desired properties termed ReLeaSE (Reinforcement Learning for Structural Evolution). Based on deep an…