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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
Testimonials (2)
the tips and recommended prompts that we can take away from this training
Lee Mei Lin - ST Engineering IHQ Pte Ltd
Course - InVideo AI: Creating Engaging Short-Form Videos
use of proper and effective prompt