Open Problem: Active Representation Learning
Authors Milosevic N, Müller G, Huisken J, Scherf N Journal Arxiv Citation arXiv:2406.03845. Abstract In this work, we introduce the concept of Active Representation Learning, a novel class of problems that intertwines exploration and representation learning within partially observable environments. We extend ideas from Active Simultaneous Localization and Mapping (active