Reinforcement Learning, Evolutionary Algorithms, Biophysics, Drug Discovery, Biology.
scoring weights based on the root mean square deviation (RMSD) of ligand position from solved structures of each ligand in complex with its binding partner protein. If the docking simulation software was implemented to be differentiable, we could potentially learn optimal weights directly by