arxivcs.AIstat.ME2026-06-29
A causal modeling perspective on decision theory
Decision theory provides a formal framework for how agents should make choices under uncertainty, drawing on ideas from philosophy, probability, and causality. Despite significant progress, the field still lacks a unified modeling language, and key concepts - such as the distinct…