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Course Outline

Introduction to Generative AI in Gaming

  • Examining the capabilities and potential of generative AI in the gaming space
  • Tracing the historical progression of AI in game creation
  • Identifying essential tools and technologies for AI in gaming

Procedural Content Generation

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

AI-Driven Character Development

  • Fundamental approaches to AI character creation
  • Strategies for designing dynamic and reactive NPCs
  • Hands-on Practice: Coding an AI-controlled game character

Interactive and Adaptive Storytelling

  • The impact of AI on narrative construction
  • Developing branching narratives and flexible plot structures
  • Guided Session: Authoring an AI-generated game storyline

Ethics and AI in Gaming

  • Recognizing bias and ensuring fairness in AI systems
  • Navigating ethical dilemmas in AI-centric game design
  • Open Discussion: The trajectory of ethical AI practices in gaming

Capstone Project: Developing an AI-Enhanced Game

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

Recap and Future Directions

Requirements

  • Solid grasp of game development and design fundamentals
  • Proficiency in programming, ideally with Python or C#
  • Basic knowledge of AI and machine learning principles

Target Audience

  • Game Developers
  • Designers
  • AI Enthusiasts exploring the convergence of AI and gaming
 14 Hours

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