A Novel Approach to EEG Neurofeedback via Reinforcement Learning.
Aman BhargavaKyle O'ShaughnessySteve MannPublished in: IEEE SENSORS (2020)
Keyphrases
- reinforcement learning
- brain computer interface
- healthy subjects
- motor imagery
- function approximation
- signal processing
- reinforcement learning algorithms
- multi agent
- state space
- eeg signals
- brain signals
- markov decision processes
- temporal difference
- frequency band
- brain activity
- learning algorithm
- evoked potentials
- optimal policy
- learning process
- machine learning
- robot control
- temporal difference learning
- learning capabilities
- event related
- physiological signals
- policy search
- event related potentials