Active Learning in Gaussian Process State Space Model

Hon Sum Alec Yu, Dingling Yao, Christoph Zimmer +2

We investigate active learning in Gaussian Process state-space models (GPSSM). Our problem is to actively steer the system through latent states by determining its inputs such that…