Hilbert Space Embeddings of POMDPs

Yu Nishiyama, Abdeslam Boularias, Arthur Gretton +1

A nonparametric approach for policy learning for POMDPs is proposed. The approach represents distributions over the states, observations, and actions as embeddings in feature space…