Sample Efficient Preference Alignment in LLMs via Active Exploration

Viraj Mehta, Syrine Belakaria, Vikramjeet Das +7

Preference-based feedback is important for many applications in machine learning where evaluation of a reward function is not feasible. Notable recent examples arise in preference…