Game Programming Major

This course takes a shaders-first dive into modern computer graphics programming. Students are introduced to vertex and fragment shaders, 2D and 3D coordinate spaces, drawing primitives, lighting and shading, data flow and manipulation, and modern GPU capabilities. Linear algebra and 3D math concepts will be refreshed and/or introduced for applicable topics.

Game Architecture explores components and subsystems of electronic games and their associated architectures. Topics include game state representation, time management, the main game loop and game subsystems. Game design and planning from first concept to start of development are explored in detail. In addition to game architecture, we will also look into the issues of game design, team building, and management. The focus will be on those implementations that work well, and will include situations to avoid and how to fix errors.

Students will gain a profound appreciation for the graphics pipeline by implementing 3D rendering tools, post-processing algorithms and industry-standard shaders. The animation side introduces mesh manipulation techniques, such as morphing and skeletal animation, using modern GPU-based algorithms. Linear algebra and 3D math concepts will be refreshed and/or introduced for applicable topics.

This course provides a technical introduction to the core concepts of artificial intelligence (AI). Students will be introduced to the history of AI, agents (agent architecture and multi-agent behavior), search (search space, uninformed and informed search, constraint satisfaction, game playing), knowledge representation (logical encoding of domain knowledge, logical reasoning systems), planning (search over plan space, partial-order planning, practical planning), uncertainty and probability, learning (inductive learning, linear separators, decision trees, boosting, reinforcement learning), and perception and cognition (natural language, machine vision, robotics).