Learning Models of Relational MDPs Using Graph Kernels.
Florian HalbritterPeter GeibelPublished in: MICAI (2007)
Keyphrases
- learning models
- graph kernels
- semi supervised learning
- kernel methods
- structured data
- reinforcement learning
- learning algorithm
- learning tasks
- gaussian processes
- loss function
- machine learning
- learning problems
- relational data
- kernel function
- machine learning algorithms
- relational databases
- kernel machines
- classification models
- conditional random fields
- dynamic programming
- label propagation
- data representation
- data model
- link prediction
- similarity matrix
- unlabeled data
- support vector
- multiple kernel learning
- semi supervised
- higher order