Professional Certificate in Game AI: High-Performance Design
-- ViewingNowThe Professional Certificate in Game AI: High-Performance Design is a comprehensive course that empowers learners with essential skills in game artificial intelligence (AI). This program covers key concepts, including decision-making, pathfinding, and behavioral simulation, enabling learners to create engaging and immersive game experiences.
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โข Unit 1: Introduction to Game AI – Overview of AI techniques used in game development, understanding the role of AI in games, history and evolution of Game AI.
โข Unit 2: High-Performance AI Programming – Optimizing AI algorithms, multithreading, memory management, and performance profiling.
โข Unit 3: Pathfinding & Movement – A* algorithm, Dijkstra's algorithm, dynamic pathfinding, steering behaviors, and flocking.
โข Unit 4: Behavioral AI — Decision trees, behavior-based AI, state machines, and goal-oriented action planning.
โข Unit 5: Machine Learning in Games – Supervised and unsupervised learning, neural networks, genetic algorithms, and reinforcement learning.
โข Unit 6: Advanced AI Techniques — Fuzzy logic, planning and plan execution, and procedural content generation.
โข Unit 7: AI Tools & Engines – Unity AI, Unreal Engine AI, and other popular AI tools.
โข Unit 8: AI Design & Implementation — Designing and implementing AI for various game genres, such as FPS, RTS, RPG, and adventure games.
โข Unit 9: AI Testing & Debugging – Common AI issues, debugging techniques, and testing strategies.
โข Unit 10: AI Ethics & Best Practices — Ethical considerations in AI, industry best practices, and responsible AI design.
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