Generating Adaptive Attending Behaviors using User State Classification and Deep Reinforcement Learning.
Yoshiki KohariJun MiuraShuji OishiPublished in: IROS (2018)
Keyphrases
- reinforcement learning
- state space
- pattern recognition
- classification accuracy
- end users
- user interface
- automatic classification
- feature vectors
- user interaction
- optimal policy
- classification algorithm
- machine learning
- classification scheme
- user experience
- function approximation
- human behavior
- class labels
- support vector machine svm
- feature selection
- model selection
- text classification
- collaborative filtering
- supervised learning
- training set
- feature space
- support vector
- decision trees
- support vector machine
- pattern classification
- user model
- preprocessing
- state transition
- action space
- state transitions