Reinforcement Learning using EEG signals for Therapeutic Use of Music in Emotion Management.
Esha DuttaAnanya BothraTheodora ChaspariThomas IoergerBobak J. MortazaviPublished in: EMBC (2020)
Keyphrases
- eeg signals
- reinforcement learning
- brain computer interface
- management system
- information systems
- signal processing
- brain signals
- function approximation
- patient monitoring
- learning algorithm
- event related potentials
- knowledge management
- decision making
- extracted features
- state space
- motor imagery
- optimal policy
- machine learning
- electrical activity
- healthy subjects
- brain activity
- music information retrieval
- markov decision processes
- model free
- multi agent
- training data
- facial expressions
- kernel density estimators