Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task.
Sherry RuanAllen NieWilliam SteenbergenJiayu HeJQ ZhangMeng GuoYao LiuKyle Dang NguyenCatherine Y. WangRui YingJames A. LandayEmma BrunskillPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- tutoring system
- intelligent tutors
- model tracing
- intelligent tutoring systems
- state space
- function approximation
- model free
- learning algorithm
- markov decision processes
- student model
- intelligent tutoring
- multi agent
- reinforcement learning algorithms
- collaborative learning
- neural network
- e learning
- temporal difference
- significantly lower
- reinforcement learning methods
- machine learning