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  1. Chapter and Conference Paper

    Learning Analytics of Playing Space Fortress with Reinforcement Learning

    In this paper we analyze the learning process of a neural network-based reinforcement learning algorithm while making comparisons to characteristics of human learning. For the task environment we use the game ...

    Joost van Oijen, Jan Joris Roessingh, Gerald Pop**a in Adaptive Instructional Systems (2019)

  2. Chapter and Conference Paper

    Application of Artificial Intelligence to Adaptive Instruction - Combining the Concepts

    In recent years, instructional systems for individuals and teams, including virtual environments, serious games, simulator-based training and on-the-job/live training, have been supplemented by Adaptive Instr...

    Jan Joris Roessingh, Gerald Pop**a, Joost van Oijen in Adaptive Instructional Systems (2019)

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    Chapter and Conference Paper

    Teaching Reinforcement Learning Agents with Adaptive Instructional Systems

    Traditionally, adaptive instructional systems (AISs) are built to instruct human students. However, they are not the only students that might benefit from an AIS. The field of reinforcement learning (RL), a su...

    Joost van Oijen, Armon Toubman in Adaptive Instructional Systems. Design and… (2021)