Tempering the Bayes Filter towards Improved Model-Based Estimation

Menno van Zutphen, Domagoj Herceg, Giannis Delimpaltadakis +1

Model-based filtering is often carried out while subject to an imperfect model, as learning partially-observable stochastic systems remains a challenge. Recent work on Bayesian inf…