Reinforcement Learning Algorithms and Their Applications in Education Field: A Systematic Review

Reinforcement Learning, a sub-field of Artificial Intelligence, has attracted considerable interest and achieved notable achievements across various domains, spanning from robotics to game playing and education. In this paper, a review of the literature regarding the implementation of Reinforcement Learning algorithms in the field of education is presented. Various studies that have employed Reinforcement Learning techniques to address different educational challenges, such as personalized learning, adaptive tutoring systems and intelligent assessment and feedback, are mentioned.