Personas-based Student Grouping using reinforcement learning and linear programming.
Shaojie MaYawei LuoYi YangPublished in: Knowl. Based Syst. (2023)
Keyphrases
- linear programming
- reinforcement learning
- dynamic programming
- learning process
- linear program
- learning environment
- student learning
- multi agent
- student model
- function approximation
- intelligent tutoring systems
- quadratic programming
- undergraduate students
- markov decision problems
- optimal solution
- reinforcement learning algorithms
- algorithm for linear programming
- nonlinear programming
- primal dual
- grouping algorithm
- optimal policy
- learning styles
- objective function
- markov decision processes
- temporal difference
- perceptual grouping
- network flow
- high school students
- constraint propagation
- real robot
- learning algorithm
- special case
- university level
- state space
- multiple choice
- policy iteration
- teaching methods