Reinforcement Learning, Evolutionary Algorithms, Biophysics, Drug Discovery, Biology.
learning, such as filtering out unpromising ligand candidates with a predictive ResNet-based model. Covariance matrix adaptation evolution strategy (CMA-ES) is a flexible way to efficiently explore parameter space during evolution. CMA-ES follows the typical pattern of evolution strategies: