Decision theory is an interdisciplinary academic field that analyzes how agents make choices among alternative courses of action, particularly under conditions of uncertainty or risk. It develops formal frameworks and normative models to understand the cognitive processes, preferences, and strategies involved in evaluating options and selecting a decision, providing methods for both describing actual behavior and prescribing optimal choices.