Speeding Up Relational Reinforcement Learning through the Use of an Incremental First Order Decision Tree Learner.
Kurt DriessensJan RamonHendrik BlockeelPublished in: ECML (2001)
Keyphrases
- relational reinforcement learning
- decision tree learners
- relational learning
- decision trees
- learning classifier systems
- information gain
- inductive logic programming
- blocks world
- machine learning algorithms
- first order logic
- multi class
- graph kernels
- active learning
- machine learning
- learning tasks
- relational data
- neural network
- reinforcement learning
- gaussian processes
- dimensionality reduction
- truth maintenance systems
- information extraction
- naive bayes
- probabilistic model
- pairwise
- multi instance
- ranking functions
- feature extraction
- supervised learning