Unintended Consequences: Updating Causal Models

Joseph Y. Halpern, Evan Piermont, Marie-Louise Vierø

We examine how causal beliefs affect an agent's choices and how feedback on those choices leads to updated causal beliefs. Building on the structural-equations framework for modeli…