Preference Elicitation for Policy Optimization and Application to Aligning Heart Transplantation with Human Values

Itai Zilberstein, Ioannis Anagnostides, Zachary W Sollie +2

Preference elicitation is essential for aligning AI systems with human values. Prior approaches (e.g., for organ allocation) often ask stakeholders to compare the decisions of an a…