Embedded Incremental Feature Selection for Reinforcement Learning.
Robert William WrightSteven LoscalzoLei YuPublished in: ICAART (1) (2011)
Keyphrases
- feature selection
- reinforcement learning
- machine learning
- function approximation
- text categorization
- feature set
- mutual information
- classification accuracy
- incremental learning
- feature space
- text classification
- method for feature selection
- multi class
- support vector
- state space
- support vector machine
- redundant features
- model selection
- model free
- optimal policy
- feature selection algorithms
- feature subset
- embedded systems
- batch mode
- reinforcement learning algorithms
- feature ranking
- learning algorithm
- irrelevant features
- microarray data
- unsupervised learning
- supervised learning
- knn
- neural network
- temporal difference
- selected features
- feature extraction
- markov decision processes
- learning process
- active learning