Seongok Ryu

Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation

Recently, utilizing reinforcement learning (RL) to generate molecules with desired properties has been highlighted as a promising strategy for drug design. Molecular docking program -- a physical simulation that estimates protein-small molecule binding affinity -- can be an ideal reward scoring func…