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Course Outline

Introduction to Generative AI in Gaming

  • Exploring the potential of generative AI in gaming.
  • The evolution of AI in game development.
  • Key tools and technologies for AI in gaming.

Procedural Content Generation

  • Fundamentals of procedural generation in game design.
  • Techniques for creating diverse and complex game environments.
  • Workshop: Crafting a procedurally generated landscape.

AI-Driven Character Development

  • Principles of AI character design.
  • Techniques for creating dynamic and responsive NPCs.
  • Hands-on: Programming an AI-driven game character.

Interactive and Adaptive Storytelling

  • The role of AI in narrative development.
  • Creating branching storylines and dynamic plot points.
  • Session: Writing an AI-generated storyline for a game.

Ethics and AI in Gaming

  • Understanding bias and fairness in AI applications.
  • Ethical considerations in AI-driven game design.
  • Discussion: The future of ethical AI in gaming.

Capstone Project: Creating an AI-Enhanced Game

  • Project goals and design parameters.
  • Integrating AI elements into game mechanics.
  • Playtesting and refining AI behaviors.

Summary and Next Steps

Requirements

  • A foundational understanding of game development and design principles.
  • Experience with a programming language, preferably Python or C#.
  • Familiarity with AI and machine learning concepts.

Audience

  • Game developers.
  • Designers.
  • AI enthusiasts interested in the intersection of AI and gaming.
 14 Hours

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