Hilbert Space Embeddings of Predictive State Representations

Byron Boots, Geoffrey Gordon, Arthur Gretton

Predictive State Representations (PSRs) are an expressive class of models for controlled stochastic processes. PSRs represent state as a set of predictions of future observable eve…