Distributed Reinforcement Learning for Molecular Design: Antioxidant case

Huanyi Qin, Denis Akhiyarov, Sophie Loehle +2

Deep reinforcement learning has successfully been applied for molecular discovery as shown by the Molecule Deep Q-network (MolDQN) algorithm. This algorithm has challenges when app…