Student-Tutor Mixed-Initiative Decision-Making Supported by Deep Reinforcement Learning.
Song JuXi YangTiffany BarnesMin ChiPublished in: AIED (1) (2022)
Keyphrases
- mixed initiative
- reinforcement learning
- decision making
- intelligent tutoring systems
- intelligent tutoring
- model tracing
- tutorial dialogue
- dialogue system
- student model
- tutoring system
- intelligent tutors
- human tutors
- action selection
- learning gains
- peer tutoring
- decision makers
- knowledge engineering
- learning process
- cognitive tutor
- semester long
- student learning
- learning algorithm
- student interaction
- function approximation
- markov decision processes
- authoring tool
- state space
- direct manipulation
- fuzzy logic
- data mining
- learning environment
- information technology
- learning agent
- knowledge management
- neural network
- natural language
- cooperative
- high school students
- optimal policy
- machine learning
- online course