Reinforcement Learning for Molecular Design Guided by Quantum Mechanics

Gregor N. C. Simm, Robert Pinsler, José Miguel Hernández-Lobato

Abstract: Automating molecular design using deep reinforcement learning (RL) holds the promise of accelerating the discovery of new chemical compounds. Existing approaches work with molecular graphs and thus...