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 Duration 14 hours

Course Outline

Introduction to Generative AI in Gaming

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

Procedural Content Generation

  • Mastering the basics of procedural generation in game design
  • Applying methods to generate diverse and intricate game environments
  • Workshop: Developing a procedurally generated landscape

AI-Driven Character Development

  • Core principles of designing AI characters
  • Strategies for creating dynamic and responsive NPCs
  • Hands-on activity: Coding an AI-driven game character

Interactive and Adaptive Storytelling

  • The impact of AI on narrative creation
  • Developing branching storylines and dynamic plot elements
  • Session: Authoring an AI-generated game storyline

Ethics and AI in Gaming

  • Recognizing bias and ensuring fairness in AI applications
  • Navigating ethical considerations in AI-driven game design
  • Discussion: The future trajectory of ethical AI in gaming

Capstone Project: Building an AI-Enhanced Game

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

Summary and Future Directions

Requirements

  • A solid grasp of game development and design principles
  • Practical experience with programming languages, ideally Python or C#
  • Basic familiarity with AI and machine learning concepts

Target Audience

  • Game developers
  • Designers
  • AI enthusiasts curious about the convergence of AI and gaming

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