Out of Distribution Detection via Domain-Informed Gaussian Process State Space Models

Alonso Marco, Elias Morley, Claire J. Tomlin

In order for robots to safely navigate in unseen scenarios using learning-based methods, it is important to accurately detect out-of-training-distribution (OoD) situations online.…