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Teaching Reinforcement Learning Agents with Adaptive Instructional Systems

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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)