Doina discusses a polynomial time procedure that allows for the determination of a reward function consistent with expressed preferences, utilizing a linear programming approach. She explains how acceptable policies can be evaluated against fringe policies, emphasizing that multiple solutions can satisfy the same optimal policy. The conversation also touches on the challenges of translating real-world preferences into mathematical representations within this framework.
