The 'Savage paradigm' of rational decision-making under uncertainty has become the dominant model of human behavior in mainstream economics and game theory. However, under the rubric of 'bounded-rationality', this model has been criticized as inadequate from both normative and descriptive...

We present a general framework for data-driven optimization called robustness optimization that favors solutions for which a risk-aware objective function would best attain an acceptable target even when the actual probability distribution deviates from the empirical distribution. Unlike robust...