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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 solid understanding of game development and design principles.
- Experience with a programming language, preferably Python or C#.
- Familiarity with AI and machine learning concepts.
Target Audience
- Game developers.
- Game designers.
- AI enthusiasts interested in the convergence of AI and gaming.
14 Hours
Testimonials (1)
Trainer was very knowledgeable and easy to speak to