Hilbert Space Embeddings of POMDPs.
Yu NishiyamaAbdeslam BoulariasArthur GrettonKenji FukumizuPublished in: UAI (2012)
Keyphrases
- hilbert space
- von neumann
- reinforcement learning
- infinite dimensional
- belief state
- finite dimensional
- euclidean space
- multivariate time series
- markov decision processes
- convex sets
- kernel function
- scale spaces
- continuous functions
- reproducing kernel hilbert space
- dynamic programming
- kernel principal component analysis
- input space
- learning theory
- dynamical systems
- semi supervised
- neural network
- metric space
- scale space
- low dimensional