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

  • An 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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