Conditions on Preference Relations that Guarantee the Existence of Optimal Policies

Jonathan Colaço Carr, Prakash Panangaden, Doina Precup

Learning from Preferential Feedback (LfPF) plays an essential role in training Large Language Models, as well as certain types of interactive learning agents. However, a substantia…