Predicting Students' Algebra I Performance using Reinforcement Learning with Multi-Group Fairness.
Fan ZhangWanli XingChenglu LiPublished in: LAK (2023)
Keyphrases
- reinforcement learning
- student learning
- learning process
- higher education
- group members
- group learning
- learning activities
- student participation
- learning experience
- college students
- learning environment
- university students
- undergraduate students
- function approximation
- collaborative activities
- high school students
- individual learning
- distance education
- intelligent tutoring systems
- state space
- learning styles
- post test
- lower levels
- semester long
- tutoring system
- learning outcomes
- student groups
- high school
- online collaborative
- control group
- online collaborative learning
- group formation
- collaborative learning
- distance learning
- programming course
- multi agent
- university level
- machine learning
- secondary school
- query language
- blended learning
- online course
- game theory
- knowledge forum
- sixth graders
- student engagement
- group discussion
- grade students
- elementary school
- solving problems
- computer supported collaborative learning
- concept maps
- markov decision processes
- mobile learning
- data model
- e learning