Reinforcement learning refers to a group of machine learning algorithms that can be applied to business use cases such as optimization. While optimization takes many forms, reinforcement learning has outperformed other optimizers such as mathematical solvers in complex scenarios such as operations scheduling.
McKinsey’s Quantum Black unit wrote an excellent post on how businesses can chart a path to use reinforcement learning.