Hilbert Space Embeddings of POMDPs
Yu NishiyamaAbdeslam BoulariasArthur GrettonKenji FukumizuPublished in: CoRR (2012)
Keyphrases
- hilbert space
- von neumann
- infinite dimensional
- reinforcement learning
- belief state
- finite dimensional
- euclidean space
- multivariate time series
- scale spaces
- continuous functions
- kernel function
- convex sets
- markov decision processes
- dynamic programming
- state space
- feature maps
- kernel principal component analysis
- preprocessing
- input space
- reproducing kernel hilbert space
- support vector