-
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...
-
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 ...
-
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...