Machine Learning, Aritificial Intelligence, Reinforcement Learning, Neural Networks, Generative Model.
combinatorial domain — such as drug molecule synthesis, where exploration is important — the desired goal is no longer to simply generate the single highest-reward sequence of actions, but rather to carefully sample a diverse set of high-return solutions. To address this specific machine learning