Utility Function

A strategy or set of rules that determines how an AI agent selects actions or makes decisions based on goals, inputs, constraints, and current state.

The process of choosing the most appropriate action from available options based on goals, policies, context, constraints, or expected outcomes.

The process of estimating how certain an AI system is about a prediction, decision, or generated response using a confidence value.

A choice made by evaluating potential outcomes alongside their associated uncertainties, hazards, and probabilities.

A method for representing and estimating preferences between possible actions or outcomes to guide an AI system's decision-making.