Robust Filtering and Smoothing with Gaussian Processes

Marc Peter Deisenroth, Ryan Turner, Marco F. Huber +2

We propose a principled algorithm for robust Bayesian filtering and smoothing in nonlinear stochastic dynamic systems when both the transition function and the measurement function…