Generating Student Feedback from Time-Series Data Using Reinforcement Learning.
Dimitra GkatziaHelen F. HastieSrinivasan JanarthanamOliver LemonPublished in: ENLG (2013)
Keyphrases
- reinforcement learning
- learning process
- learning environment
- state space
- peer assessment
- positive feedback
- learning gains
- function approximation
- student learning
- formative assessment
- intelligent tutoring systems
- relevance feedback
- multi agent
- reinforcement learning algorithms
- tutoring system
- programming assignments
- high school students
- action selection
- model free
- educational environment
- transfer learning
- student teachers
- multiple choice questions
- optimal policy
- natural language dialogue
- student model
- e learning
- online course
- user feedback