Comment by poorman

RL is still widely used in the advertising industry. Don't let anyone tell you otherwise. When you have millions to billions of visits and you are trying to optimize an outcome RL is very good at that. Add in context with contextual multi-armed bandits and you have something very good at driving people towards purchasing.