Name: AI+ Game Design Agent
Availability: InStock
Rating: 4.6 (5878 reviews)

Duration:

1.00 hours

0.8 CPD hours

Overview:

The AI+ Game Design Agent™ course explores how AI agents transform gameplay, decision-making, and player interaction in modern game design. It covers key topics such as reinforcement learning, NPC intelligence, and strategic AI systems used in popular titles. Participants design intelligent agents capable of adapting to dynamic game environments. Real-world case studies like AlphaZero, StarCraft II, and The Last of Us illustrate advanced AI applications.

Description:

The AI+ Game Design Agent™ course explores how AI agents transform gameplay, decision-making, and player interaction in modern game design. It covers key topics such as reinforcement learning, NPC intelligence, and strategic AI systems used in popular titles. Participants design intelligent agents capable of adapting to dynamic game environments. Real-world case studies like AlphaZero, StarCraft II, and The Last of Us illustrate advanced AI applications.

Course Outline:

Understanding AI Agents
What are AI Agents?
Agent Architectures and Environments
Decision Making and Behavior Basics
Introduction to Multi-Agent Systems
Case Study: Pac-Man Ghost AI
Hands On: Build a Basic Reactive AI Agent Navigating a Simple Environment Using Pygame

Introduction to AI Game Agent
What is an AI Game Agent?
Key Components of AI Game Agent
Agent Architectures
AI Game Agent Behaviors
Case Study: Racing Games (e.g., Mario Kart, Forza Horizon)
Hands-On: Creating a Simple Box Movement Game in Playcanvas

Reinforcement Learning in Game Design
Basics of Reinforcement Learning
Key Algorithms: Q-Learning and SARSA
Applying RL to Game Agents
Challenges and Solutions in Game-based RL
Case Study: AlphaZero in Games: Mastering Chess, Shogi, and Go through Self-Play and Reinforcement Learning
Hands On: Train a simple RL agent in OpenAI Gym environment

AI for NPCs and Pathfinding
Understanding NPCs as AI Agents
Simple AI Techniques for NPCs
Pathfinding Algorithms
Obstacle Avoidance and Movement Optimization
Case Study
Hands On

AI for Strategic Decision-Making
Decision Trees and Minimax for Game AI
Monte Carlo Tree Search (MCTS) for AI Agent
Utility-Based Decision Making for Game AI
AI in Real-Time Strategy (RTS) Games
Case Study: StarCraft II AI by DeepMind
Hands-On: Implement a Basic MCTS Agent for Tic-Tac-Toe Using Pygame

AI Game Agent in 3D Virtual Environments
3D Environment Representation and Challenges for AI Agents
Navigation Mesh Generation for AI Agents in 3D
Complex Agent Behaviors in 3D Worlds
Case Study: The Last of Us
Hands On: Develop a 3D AI Agent with Navigation and Interaction in Unity Using NavMesh and C#

Future Trends in AI Game Design
Current and Future AI Trends
The Future of Generalist AI in Gaming
Case Study

Capstone Project
Task Description
Practical Implementation
Testing and Debugging
Hands-on

Available Delivery Options for AI+ Game Design Agent

Live Instructor Led Classroom Online (Live Online)
Traditional Instructor Led Classroom training (TILT/ILT)
Delivery at your offices in United Kingdom
Private dedicated course for your staff

What certification does AI+ Game Design Agent prepare you for?

The AI+ Game Design Agent course helps prepare you for the AI+ Game Design Agent certification path.

Which exam does AI+ Game Design Agent prepare you for?

The AI+ Game Design Agent prepares you for the 'AI-GDA' official exam. You can take this exam at any exam center across United Kingdom including London, Manchester, Birmingham, Edinburgh or live online wherever you are.

How many CPD hours does AI+ Game Design Agent provide?

The 1 day AI+ Game Design Agent course gives you up to 0.8 CPD hours/structured learning hours.

Do you provide training for AI+ Game Design Agent?

Yes, we provide corporate training, dedicated training and closed classes for AI+ Game Design Agent. This can take place anywhere in United Kingdom including London, Manchester, Birmingham, Edinburgh or live online.

What is the duration of AI+ Game Design Agent?

The AI+ Game Design Agent training takes place over 1 day(s), with each day lasting approximately 1.00 hours including breaks.

What other terms do people search for?

Popular related searches include: AI+ Game Design Agent, AI Certs, vILT

Why are Nexus Human the best provider for AI+ Game Design Agent?

Nexus Human are recognised as one of the best training companies. Our trainers have won awards including Small Firms Best Trainer, national training partner of the year for Ireland, and global top 30 instructor awards in 2012, 2019 and 2021.

Is there a discount code for AI+ Game Design Agent?

Yes, the discount code PENPAL5 is currently available for AI+ Game Design Agent training. Only one discount code can be used per booking.

AI+ Game Design Agent