Active Inference and Functional Parametrisation: Differential Flatness and Smooth Random Realisation

This paper is a first attempt to marry constructive nonlinear control theory techniques with active inference. Specifically, we are interested in the relationship between differential flatness and the design of generative models for use in control settings. We place specific emphasis on the pathwise