Personalized task difficulty adaptation based on reinforcement learning.
Yaqian ZhangWooi-Boon GohPublished in: User Model. User Adapt. Interact. (2021)
Keyphrases
- reinforcement learning
- adaptive learning
- user modeling
- function approximation
- adaptation process
- e learning
- learning algorithm
- model free
- markov decision processes
- state space
- optimal policy
- reinforcement learning algorithms
- learning capabilities
- content adaptation
- temporal difference
- learning process
- robotic control
- machine learning
- user model
- context aware
- multi agent
- genetic algorithm
- learning classifier systems
- dynamic programming
- user interface
- personalized recommendation
- user oriented
- personalized learning
- autonomous learning
- data sets
- providing personalized