Reinforcement learning tutor better supported lower performers in a math task

Resource limitations make it challenging to provide all students with one of the most effective educational interventions: personalized instruction. Reinforcement learning could be a pivotal tool to decrease the development costs and enhance the effectiveness of intelligent tutoring software, that a...

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Veröffentlicht in:	Machine learning 2024-05, Vol.113 (5), p.3023-3048
Hauptverfasser:	Ruan, Sherry, Nie, Allen, Steenbergen, William, He, Jiayu, Zhang, J. Q., Guo, Meng, Liu, Yao, Dang Nguyen, Kyle, Wang, Catherine Y., Ying, Rui, Landay, James A., Brunskill, Emma
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial Intelligence Chatbots Classrooms Computer Science Control COVID-19 Deep learning Distance learning Education Educational software Explainable artificial intelligence Income distribution Linear algebra Machine Learning Mechatronics Narratives Natural Language Processing (NLP) Pandemics Pedagogy Personalized learning Robotics Simulation and Modeling Software Special Issue on Reinforcement Learning for Real Life Students Tutoring
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