In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search

Emir Demirović, Christian Schilling, Anna Lukina

Decision trees, owing to their interpretability, are attractive as control policies for (dynamical) systems. Unfortunately, constructing, or synthesising, such policies is a challe…