Reinforcement Learning is a field of study within artificial intelligence focused on training agents via a pre-defined reward systems. The models are able to interact with a system however they see fit in oder to maximize the reward function. Common examples are models allowed to play simple video games to learn how to get the most points, or using models to determine the best advertisement to show a certain customer.