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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
- 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
Testimonials (1)
Subject perfectly mastered by the trainer, answering all of our questions.
Cedric - TEVA Sante
Course - Advanced AI Concepts with Perplexity
Machine Translated