Preference Elicitation for Policy Optimization and Application to Aligning Heart Transplantation with Human Values
A novel preference elicitation algorithm for linear utilities that outperforms prior techniques in practice and is applied to heart transplant allocation where a policy must balance competing objectives such as post-transplant outcomes, waitlist mortality, geographic ease, and equity.
Itai Zilberstein, I. Anagnostides, Zachary W. Sollie et al.
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