Learning low-dimensional state embeddings and metastable clusters from time series data

Yifan Sun, Yaqi Duan, Hao Gong +1

This paper studies how to find compact state embeddings from high-dimensional Markov state trajectories, where the transition kernel has a small intrinsic rank. In the spirit of di…