People Innovation Excellence

ARTIFICIAL INTELLIGENCE (4 Credits)

Learning Outcomes:

On successful completion of this course, student will be able to: Describe How Artificial Intelligence Works in Games; Explain the concepts of AI Techniques in Game; Design AI-Based game; Construct AI-Based Game.

Topics:

  1. Introduction to AI for Games;
  2. Game AI;
  3. Introduction Game Movement;
  4. Advanced Game Movement;
  5. Pathfinding: Dijkstra & A*;
  6. Pathfinding: Hierarchical & Continuous Time Pathfinding;
  7. Decision Making: Decision Tree & State Machines;
  8. Decision Making: Behavior Tree;
  9. Decision Making: Fuzzy Logic & Markov Systems;
  10. Decision Making: Goal-Oriented Behavior;
  11. Decision Making: Rule-Based System;
  12. Scripting;
  13. Review & Project Presentation I;
  14. Tactical and Strategic AI;
  15. Board Games;
  16. Designing Board Games Using AI;
  17. Introduction of Designing Game AI;
  18. Extension of Designing Game AI;
  19. AI-Based Game Genres;
  20. Learning Parameter Modification & Action Prediction;
  21. Decision Learning I;
  22. Decision Learning II;
  23. Review & Project Presentation II.

Published at : Updated

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