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Explore artificial intelligence techniques specifically designed for video game development through this comprehensive university-level course spanning over 17 hours of instruction. Master fundamental AI concepts including movement algorithms, grid representations, and pathfinding systems while working with practical implementations in C++. Dive into procedural content generation using cellular automata, Perlin noise, and random number generation to create dynamic game environments. Learn advanced topics through case studies of real-time strategy games like StarCraft and MicroRTS, examining how AI research translates into actual game mechanics. Gain hands-on experience through structured assignments that progress from basic setup to complex AI implementations, including specialized projects in StarCraft and Minecraft environments. Study cutting-edge research in game AI through guest lectures from industry experts covering topics like Prismata AI development, StarCraft AI strategies, and advanced pathfinding techniques. Develop proficiency in C++ programming for game AI while learning performance optimization through visual code profiling methods.
