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Course Outline
Overview of Generative AI Applications in the Gaming Sector
- Examining the potential of generative AI within gaming ecosystems
- The progression of artificial intelligence in game development processes
- Primary tools and technologies facilitating AI in gaming
Procedural Content Generation
- Core principles of procedural generation in game design frameworks
- Methods for constructing diverse and complex game environments
- Practical session: Developing a procedurally generated landscape
AI-Driven Character Development
- Foundational principles of AI-based character design
- Strategies for creating dynamic and responsive non-player characters (NPCs)
- Practical exercise: Programming an AI-driven game character
Interactive and Adaptive Storytelling
- The function of AI in narrative development and progression
- Constructing branching storylines and dynamic plot elements
- Practical session: Composing an AI-generated storyline for a game
Ethics and AI in Gaming
- Analyzing bias and fairness in AI application models
- Ethical considerations in AI-informed game design
- Discussion: The future trajectory of ethical AI in the gaming industry
Capstone Project: Developing an AI-Enhanced Game
- Project objectives and design specifications
- Integration of AI components into game mechanics
- Playtesting and optimization of AI behaviors
Summary and Recommended Next Steps
Requirements
- A foundational understanding of game development and design principles
- Proficiency with a programming language, preferably Python or C#
- Familiarity with artificial intelligence and machine learning concepts
Target Audience
- Game developers
- Designers
- AI professionals interested in the intersection of AI and gaming for government and public sector applications
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