Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
they do not have this information. Illustration of the slot machine example. The greedy approach to this problem would be to take the action that has been thus far most rewarding. However, this is not optimal and there are better approaches, most notably the Thomson sampling approach. Unlike many