Differential evolution with temporal difference Q-learning based feature selection for motor imagery EEG data.
Saugat BhattacharyyaPratyusha RakshitAmit KonarD. N. TibarewalaSwagatam DasAtulya K. NagarPublished in: CCMB (2013)
Keyphrases
- differential evolution
- motor imagery
- temporal difference
- eeg data
- td learning
- feature selection
- function approximation
- reinforcement learning
- reinforcement learning algorithms
- model free
- action selection
- convergence speed
- brain computer interface
- evolutionary algorithm
- step size
- particle swarm optimization
- optimization algorithm
- evaluation function
- eeg signals
- genetic algorithm
- particle swarm optimization pso
- independent component analysis
- text categorization
- learning algorithm
- support vector
- machine learning
- monte carlo
- text classification
- blind source separation
- multi objective
- function approximators
- dimensionality reduction
- feature set
- feature space
- learning tasks
- state space
- radial basis function
- healthy subjects
- evolutionary methods
- feature extraction
- principal component analysis
- supervised learning
- least squares
- support vector machine
- knn
- brain activity