Achieving optimal trade-off for student dropout prediction with multi-objective reinforcement learning.
Feng PanHanfei ZhangXuebao LiMoyu ZhangYang JiPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- multi objective
- trade off
- reinforcement learning
- conflicting objectives
- pareto optimal
- prediction accuracy
- optimization algorithm
- evolutionary algorithm
- optimal control
- multi objective optimization
- dynamic programming
- objective function
- genetic algorithm
- particle swarm optimization
- prediction model
- multiobjective optimization
- function approximation
- learning process
- optimal solution
- prediction error
- nsga ii
- prediction algorithm
- machine learning
- student model
- tutoring system
- neural network
- student learning
- intelligent tutoring systems
- learning styles
- approximate dynamic programming
- multi objective optimization problems
- optimum design
- multi objective evolutionary