EnQuery: Ensemble Policies for Diverse Query-Generation in Preference Alignment of Robot Navigation

Jorge de Heuvel, Florian Seiler, Maren Bennewitz

To align mobile robot navigation policies with user preferences through reinforcement learning from human feedback (RLHF), reliable and behavior-diverse user queries are required.…