cs.AI, cs.IT, cs.LG, cs.RO, cs.SY, eess.SY, math.IT

Learning What Matters: Adaptive Information-Theoretic Objectives for Robot Exploration

arXiv:2605.12084v1 Announce Type: new
Abstract: Designing learnable information-theoretic objectives for robot exploration remains challenging. Such objectives aim to guide exploration toward data that reduces uncertainty in model parameters, yet it i…