Risk-aware Decision

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.

A mathematical function that assigns a numerical value to outcomes to represent preferences and guide optimal decision-making.

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