Active Learning of Causal Structures with Deep Reinforcement Learning

Amir Amirinezhad, Saber Salehkaleybar, Matin Hashemi

We study the problem of experiment design to learn causal structures from interventional data. We consider an active learning setting in which the experimenter decides to intervene…