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Course Outline

Introduction to Generative AI in the Gaming Industry

  • Investigating the capabilities and potential of generative AI in games
  • Tracing the progression of AI within game development
  • Identifying essential tools and technologies for AI-enhanced gaming

Procedural Content Generation

  • Core principles of procedural generation in game design
  • Methods for constructing varied and intricate game environments
  • Practical Workshop: Designing a procedurally generated landscape

AI-Driven Character Development

  • Foundational rules of AI character design
  • Strategies for creating dynamic and reactive NPCs
  • Practical Session: Programming an AI-controlled game character

Interactive and Adaptive Storytelling

  • The function of AI in shaping narrative content
  • Developing branching plots and dynamic story elements
  • Session: Authoring an AI-generated storyline for a game

Ethics and AI in Gaming

  • Recognizing bias and fairness in AI systems
  • Ethical frameworks for AI-driven game design
  • Discussion: Prospects for ethical AI in the gaming sector

Capstone Project: Building an AI-Enhanced Game

  • Defining project objectives and design boundaries
  • Incorporating AI components into core game mechanics
  • Conducting playtests and optimizing AI behaviors

Recap and Future Directions

Requirements

  • A solid foundation in game development and design fundamentals
  • Proficiency in at least one programming language, with a preference for Python or C#
  • A working knowledge of AI and machine learning principles

Target Audience

  • Game developers
  • Designers
  • AI enthusiasts eager to explore the synergy between AI and gaming
 14 Hours

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