Where's the reward? a review of reinforcement learning for instructional sequencing
Since the 1960s, researchers have been trying to optimize the sequencing of instructional
activities using the tools of reinforcement learning (RL) and sequential decision making …
activities using the tools of reinforcement learning (RL) and sequential decision making …
Artificial intelligence for personalized preventive adolescent healthcare
Recent advances in artificial intelligence (AI) are creating new opportunities for
personalizing technology-based health interventions to adolescents. This article provides a …
personalizing technology-based health interventions to adolescents. This article provides a …
Engaging students in the learning process with game-based learning: The fundamental concepts.
A new approach to learning in the form of educational games has been adopted in recent
years, especially in English language teaching. The educational game learning approach …
years, especially in English language teaching. The educational game learning approach …
The agency effect: The impact of student agency on learning, emotions, and problem-solving behaviors in a game-based learning environment
Game-based learning environments are designed to foster high levels of student
engagement and motivation during learning of complex topics. Game-based learning …
engagement and motivation during learning of complex topics. Game-based learning …
Instruction based on adaptive learning technologies
A common intuition is that instruction is most effective if it takes into account (a) that learners
are different, and (b) that they change as they learn. But learners differ in a great many ways …
are different, and (b) that they change as they learn. But learners differ in a great many ways …
Artificial Intelligence in Education (AIEd): A high-level academic and industry note 2021
MA Chaudhry, E Kazim - AI and Ethics, 2022 - Springer
In the past few decades, technology has completely transformed the world around us.
Indeed, experts believe that the next big digital transformation in how we live, communicate …
Indeed, experts believe that the next big digital transformation in how we live, communicate …
[图书][B] Handbook of research on learning and instruction
RE Mayer, PA Alexander - 2011 - api.taylorfrancis.com
How do people learn in subject areas, such as reading, writing, mathematics, science, and
history, and how can we help people learn, using instructional methods such as feedback …
history, and how can we help people learn, using instructional methods such as feedback …
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 …
effective educational interventions: personalized instruction. Reinforcement learning could …
Data-driven artificial intelligence in education: A comprehensive review
As education constitutes an essential development standard for individuals and societies,
researchers have been exploring the use of artificial intelligence (AI) in this domain and …
researchers have been exploring the use of artificial intelligence (AI) in this domain and …
Using multi-channel data with multi-level modeling to assess in-game performance during gameplay with Crystal Island
Game-based learning environments (GBLEs) have been touted as the solution for failing
educational outcomes. In this study, we address some of these major issues by using multi …
educational outcomes. In this study, we address some of these major issues by using multi …