Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
one treatment, observe its effects, and then go back in time and repeat everything precisely except for that one variable. Because of the impossibility of this, it is known as the fundamental problem of causal inference. Conditioning and intervening are both ways to control for confounding