Unsupervised State-Space Modeling Using Reproducing Kernels.
Felipe A. TobarPetar M. DjuricDanilo P. MandicPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- state space
- heuristic search
- unsupervised learning
- markov decision processes
- modeling language
- bayesian networks
- optimal policy
- semi supervised
- machine learning
- modeling method
- kernel methods
- supervised learning
- search space
- feature space
- genetic algorithm
- linear combination
- kernel function
- reinforcement learning
- domain independent
- training data
- case study
- planning problems
- neural network
- action space