Online Gaussian Process State-Space Model: Learning and Planning for Partially Observable Dynamical Systems

Soon-Seo Park, Young-Jin Park, Youngjae Min +1

This paper proposes an online learning method of Gaussian process state-space model (GP-SSM). GP-SSM is a probabilistic representation learning scheme that represents unknown state…