Enhancing Learning with Gamified Instruction: Overview of PING System and Gridlock

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This paper explores Gridlock, a game with personalized learning for early engineering students, enhancing engagement and educational efficacy through AI.
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The PING system is designed as a modular intelligent tutoring system (ITS) that can be integrated with any serious game. Gridlock is a game that has been iteratively redesigned and improved over the past several years. The data are fed into a set of reinforcement learning agents, each of which is trained to support a student on a specific content block 12.