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Course Outline
Introduction to Generative AI in the Gaming Industry
- Investigating the capabilities and potential of generative AI in games
- Tracing the progression of AI within game development
- Identifying essential tools and technologies for AI-enhanced gaming
Procedural Content Generation
- Core principles of procedural generation in game design
- Methods for constructing varied and intricate game environments
- Practical Workshop: Designing a procedurally generated landscape
AI-Driven Character Development
- Foundational rules of AI character design
- Strategies for creating dynamic and reactive NPCs
- Practical Session: Programming an AI-controlled game character
Interactive and Adaptive Storytelling
- The function of AI in shaping narrative content
- Developing branching plots and dynamic story elements
- Session: Authoring an AI-generated storyline for a game
Ethics and AI in Gaming
- Recognizing bias and fairness in AI systems
- Ethical frameworks for AI-driven game design
- Discussion: Prospects for ethical AI in the gaming sector
Capstone Project: Building an AI-Enhanced Game
- Defining project objectives and design boundaries
- Incorporating AI components into core game mechanics
- Conducting playtests and optimizing AI behaviors
Recap and Future Directions
Requirements
- A solid foundation in game development and design fundamentals
- Proficiency in at least one programming language, with a preference for Python or C#
- A working knowledge of AI and machine learning principles
Target Audience
- Game developers
- Designers
- AI enthusiasts eager to explore the synergy between 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