Faster and more diverse de novo molecular optimization with double-loop reinforcement learning using augmented SMILES

Esben Jannik Bjerrum, Christian Margreitter, Thomas Blaschke +1

Using generative deep learning models and reinforcement learning together can effectively generate new molecules with desired properties. By employing a multi-objective scoring fun…