Learning Against Nature: Minimax Regret and the Price of Robustness

Yeon-Koo Che, Longjian Li, Tianling Luo

We study how a decision-maker (DM) learns from data of unknown quality to form robust, ''general-purpose'' posterior beliefs. We develop a framework for robust learning and belief…