Understanding and improving zeroth-order optimization methods on AI-driven molecule optimization

Abstract

Molecule optimization is an important problem in chemical discovery and has been approached using many techniques, including generative modeling, reinforcement learning, genetic algorithms, and much more. Recent work has also...