Inference and Learning

Non Parametric solutions for SLAM using Variational Belief Propagation [Ongoing]

Bayesian Inference and Decisions

Bayesian Inference for Non linear models

Filters in the Context of Perception and State Estimation for Mobile Robots

Filtering - Particle Filter, Extended Kalman Filter, Unscented Kalman Filter, Gauss-Hermite Kalman Filter