Geometry of Uncertainty: Learning Metric Spaces for Multimodal State Estimation in RL

Alfredo Reichlin, Adriano Pacciarelli, Danica Kragic +1

Estimating the state of an environment from high-dimensional, multimodal, and noisy observations is a fundamental challenge in reinforcement learning (RL). Traditional approaches r…