RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions.
Yoshiki KubotaniYoshihiro FukuharaShigeo MorishimaPublished in: CoRR (2021)
Keyphrases
- tutoring system
- student modelling
- student model
- reinforcement learning
- intelligent tutoring systems
- student modeling
- knowledge acquisition bottleneck
- learning gains
- intelligent tutors
- item response theory
- state space
- function approximation
- authoring tool
- augmented reality
- virtual reality
- modeling method
- learning styles
- cognitive skills
- virtual environment
- student interaction
- machine learning
- reinforcement learning algorithms
- optimal policy
- tutorial dialogue
- e learning