Feature Selection Using Reinforcement Learning.
Rasoul SaliSodiq AdewoleAlphonse AkakpoPublished in: CoRR (2021)
Keyphrases
- feature selection
- reinforcement learning
- function approximation
- machine learning
- text categorization
- text classification
- feature set
- feature extraction
- multi class
- state space
- high dimensionality
- mutual information
- support vector machine
- dimensionality reduction
- classification accuracy
- irrelevant features
- feature weighting
- multi agent
- microarray data
- reinforcement learning algorithms
- unsupervised feature selection
- model free
- feature selection algorithms
- feature subset
- robotic control
- markov decision processes
- optimal policy
- unsupervised learning
- supervised learning
- support vector
- learning problems
- method for feature selection
- multi agent reinforcement learning
- feature space
- dynamic programming
- action space
- small sample
- feature ranking
- temporal difference
- learning classifier systems
- transfer learning
- multi task
- information gain
- classification models
- learning tasks