Causal inference and discovery

A (relatively) recent addition to the arsenal of machine learning, causal inference is growing to become a powerful tool for the (phenomenological) understanding of natural and artificial phenomena. In particular, it provides means to estimate the effects of interventions from mere observations thus providing invaluable help for automated decision making, offline RL and multiple other fields.