Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Foundations of AI in Gaming
- Survey of AI applications within games
- Categorization of AI agents: NPCs, strategic units, and others
- Core concepts in game AI development
Decision-Making Architectures
- Building simple AI logic with decision trees
- Managing complex behaviors via finite state machines
- Designing modular AI using behavior trees
Pathfinding and Navigation Strategies
- Exploring pathfinding algorithms
- Applying the A* algorithm for in-game navigation
- Optimizing pathfinding efficiency on large maps
Reinforcement Learning in Gaming
- Overview of reinforcement learning principles
- Training AI agents via Q-learning and deep Q-networks
- Designing reward structures to foster adaptive behaviors
Optimizing AI Performance
- Methods for enhancing real-time AI performance
- Resource management and task prioritization for AI
- Debugging and resolving issues in AI systems
Advanced AI Techniques
- Utilizing AI for procedural content generation
- Simulating player-like behaviors
- Integrating AI into multiplayer gaming ecosystems
Future Trends in Game AI
- The role of AI and machine learning in next-generation gaming
- Ethical implications of game AI
- Exploring AI-driven storytelling and narrative design
Summary and Future Directions
Requirements
- Fundamental grasp of programming concepts
- Proficiency with game development tools or frameworks
- Basic understanding of AI principles
Target Audience
- Game developers
- AI enthusiasts
14 Hours
Testimonials (1)
I like how the course is built to the needs of what we are looking to create for work.
