Active Preference Inference using Language Models and Probabilistic Reasoning

Wasu Top Piriyakulkij, Volodymyr Kuleshov, Kevin Ellis

Actively inferring user preferences, for example by asking good questions, is important for any human-facing decision-making system. Active inference allows such systems to adapt a…