Temporal difference learning and TD-Gammon
Communications of the ACM
Blondie24: playing at the edge of AI
Blondie24: playing at the edge of AI
Artificial Intelligence: A Guide to Intelligent Systems
Artificial Intelligence: A Guide to Intelligent Systems
Chips Challenging Champions: Games, Computers, and Artificial Intelligence
Chips Challenging Champions: Games, Computers, and Artificial Intelligence
Serious Games: Games That Educate, Train, and Inform
Serious Games: Games That Educate, Train, and Inform
Teaching data structures using competitive games
IEEE Transactions on Education
Teaching artificial intelligence using a web-based game server
Proceedings of the 13th Koli Calling International Conference on Computing Education Research
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In this paper, we report on our experiences in using an animated competitive game with simulated physics to teach Artificial Intelligence techniques in an undergraduate computer science course. Students develop intelligent controllers for simulated vehicles, which compete with each other in a tournament. The simulation includes a real-time visualisation of the contests, and the students' solutions utilise an AI toolkit that provides animated displays showing the internal workings of their controllers in parallel with the simulation. The result is a learning experience that engages students' enthusiasm, and helps them to development mental models of the AI algorithms.