How does AI improve game development?

AI helps accelerate prototyping, improve gameplay balancing, streamline creative processes, and support immersive player experiences.

Is this course suitable for non-technical learners?

Yes. The course is designed for both technical and non-technical learners interested in modern game development.

Will I learn about AI game design tools?

<text variant="body1">Yes. The course explores AI-assisted gaming tools and practical technologies used across the industry.

Can AI improve gameplay experiences and player retention?

<text variant="body1">Yes. AI-supported approaches can help improve responsiveness, personalization, immersion, and player engagement.

What industries benefit from AI game design applications?

<text variant="body1">Gaming studios, digital entertainment companies, animation teams, and interactive media organizations benefit from AI-powered gaming solutions.

Is coding required for this course?

<text variant="body1">No coding is required. The course focuses on practical AI applications within game design and interactive production.

How will this course help my career?

The course helps build practical AI gaming and creative production skills relevant to modern interactive entertainment industries.

What will I get if I purchase the Certificate?

When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Modern Game Design Mastery with AI

Modern Game Design Mastery with AI

位教师：AI CERTs Team

包含在中

了解更多

9个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

3 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

9个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

3 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Understand AI Applications in Game Design: Explore how AI supports gameplay mechanics, interactive environments, and player experiences.
Evaluate AI-Powered Game Design Tools: Assess AI tools that improve gameplay balancing, level design, and creative workflow efficiency.
Strengthen Design & Prototyping Workflows: Apply AI-supported approaches to accelerate storytelling, gameplay testing, and faster design iteration.
Implement AI-Driven Player Engagement Strategies: AI opportunities that improve immersion, interaction quality, and player retention experiences.

您将获得的技能

您将学习的工具

AI Workflows

要了解的详细信息

可分享的证书

添加到您的领英档案

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有9个模块

Artificial intelligence is transforming how modern games are created, tested, and optimized across interactive entertainment environments. Gaming studios and creative teams are increasingly using AI-powered tools to accelerate development, enhance player experiences, and streamline production workflows.

This Modern Game Design Mastery with AI course is designed for game designers, developers, storytellers, creative professionals, and learners seeking practical knowledge of AI in gaming environments. Learners will explore how AI technologies support gameplay mechanics, environment design, player interaction, and development workflows without requiring advanced technical expertise. The course focuses on implementation-oriented gaming applications and creative design processes. You’ll examine how AI tools support level design, character behavior, interactive storytelling, gameplay balancing, and faster prototyping workflows. Through practical scenarios, learners will explore how AI supports creative ideation, design refinement, immersive player experiences, and production planning. You’ll also learn how professionals evaluate AI opportunities, improve creative efficiency, and support responsible AI use within gaming environments. In addition, the course introduces foundational concepts around ethical AI implementation, AI governance, and practical development approaches used across digital entertainment and interactive media environments. Whether you work in game development, animation, digital media, storytelling, or creative production, this course provides practical insights into how AI supports interactive experiences and modern gameplay design. By the end of the course, you’ll be able to identify AI opportunities in game design, accelerate prototyping workflows, improve gameplay balancing efficiency, and apply AI-supported approaches to strengthen player engagement experiences. Enroll in this AI game design course to build practical gaming innovation skills and support modern interactive development with greater confidence.

This module introduces the overall certification structure and explains how the learning experience is organized throughout the course. To support different learning preferences, the content is offered in multiple formats, including Videos, eBooks, Audiobooks, and Podcasts. Each format covers the same key concepts, giving you the flexibility to learn in the way that works best for you. You can choose any format based on your preferred learning style and move through the course at your own pace.

涵盖的内容

9个视频1个作业2个插件

9个视频总计140分钟

Navigation Video2分钟
Audiobook: Course Introduction6分钟
Course Introduction6分钟
Audiobook: Module 1: Introduction to AI Games64分钟
Podcast: Module 1: Introduction to AI Games43分钟
1.1 What is AI?5分钟
1.2 Evolution of AI in the Gaming Industry5分钟
1.3 Types of AI in Games4分钟
1.4 Benefit of AI in Gaming6分钟

1个作业总计30分钟

Quiz 130分钟

2个插件总计30分钟

Module 1: Introduction to AI Games15分钟
ACTIVITY: True or False15分钟

涵盖的内容

9个视频1篇阅读材料1个作业2个插件

9个视频总计148分钟

Audiobook: Module 2: Game Design Principles using AI76分钟
Podcast: Module 2: Game Design Principles using AI42分钟
2.1 What are Game Mechanics?4分钟
2.2 Game Mechanics: Building Blocks and Core Components5分钟
2.3 Types, Purpose, Selection and Benefits of Game Mechanics5分钟
2.4 Role of AI in Gameplay and Narrative Design4分钟
2.5 Game Environment Design: Definition, Importance, and Key Components4分钟
2.6 AI Interaction in Game Environment Design4分钟
2.7 Scripted Logic, AI Behavior, and Their Role in Game Design5分钟

1篇阅读材料总计10分钟

Hands - On10分钟

1个作业总计30分钟

Quiz 230分钟

2个插件总计30分钟

Module 2: Game Design Principles using AI15分钟
ACTIVITY: Accordion15分钟

涵盖的内容

8个视频1篇阅读材料1个作业2个插件

8个视频总计170分钟

Audiobook: Module 3: Foundation of AI in Gaming95分钟
Podcast: Module 3: Foundation of AI in Gaming47分钟
3.1 AI in Gaming: Roles, Features, Entities, and Environments6分钟
3.2 AI Dynamics in Gaming: States, Actions, and System Integration4分钟
3.3 Search Algorithms in Gaming: Concepts, Purpose, and Types5分钟
3.4 AI Behavior Modeling and NPC Control Using Finite State Machines4分钟
3.5 Introduction to Machine Learning and Reinforcement Learning5分钟
3.6 Case Study: AI in Minecraft —Procedural Content Generation and Agent Navigation 4分钟

1篇阅读材料总计10分钟

Hands - On10分钟

1个作业总计30分钟

Quiz 330分钟

2个插件总计30分钟

Module 3: Foundation of AI in Gaming15分钟
ACTIVITY: Sequence Arrangement15分钟

涵盖的内容

8个视频1篇阅读材料1个作业2个插件

8个视频总计169分钟

Audiobook: Module 4: Reinforcement Learning Fundamentals 87分钟
Podcast: Module 4: Reinforcement Learning Fundamentals 58分钟
4.1 What is Reinforcement Learning?4分钟
4.2 Q-learning Algorithm3分钟
4.3 Understanding the Concept of Exploration versus Exploitation4分钟
4.4 Strategies for Balancing Exploration and Exploitation in RL Agents5分钟
4.5 Deep Q Networks (DQN)4分钟
4.6 Policy Gradient Methods and Case Study4分钟

1篇阅读材料总计10分钟

Hands - On10分钟

1个作业总计30分钟

Quiz 430分钟

2个插件总计30分钟

Module 4: Reinforcement Learning Fundamentals 15分钟
ACTIVITY: Case Study15分钟

涵盖的内容

7个视频1篇阅读材料1个作业2个插件

7个视频总计188分钟

Audiobook: Module 5: Planning and Decision Making in Games105分钟
Podcast: Module 5: Planning and Decision Making in Games64分钟
5.1 Minimax Algorithm5分钟
5.2 Alpha-Beta Pruning Optimization in the Min-Max Algorithm4分钟
5.3 Monte Carlo Tree Search and Exploration vs Exploitation4分钟
5.4 Application in Classic Board Games 3分钟
5.5 Case Study: Strategic AI in StarCraft II – Combining Planning Algorithms for Real-Time Strategy 3分钟

1篇阅读材料总计10分钟

Hands - On10分钟

1个作业总计30分钟

Quiz 530分钟

2个插件总计30分钟

Module 5: Planning and Decision Making in Games15分钟
ACTIVITY: Multiple Select15分钟

涵盖的内容

9个视频1篇阅读材料1个作业2个插件

9个视频总计188分钟

Audiobook: Module 6: AI Techniques in 2D/3D Virtual Gaming Environments Basic95分钟
Podcast: Module 6: AI Techniques in 2D/3D Virtual Gaming Environments Basic63分钟
6.1 What is 2D Game Development?3分钟
6.2 3D Game Worlds4分钟
6.3 Game Environments and Representation Techniques4分钟
6.4 Terrain Modeling Basics and Environmental Assets Integration3分钟
6.5 Navigation and Pathfinding Algorithms6分钟
6.6 Interaction and Behavior Systems: From Basic Interactions to Animation Syncing and Coordinated Behavior in 2D and 3D Environments5分钟
6.7 Case Study: Navigation and Interaction AI in The Legend of Zelda: Breath of the Wild – Enhancing Player Immersion with Dynamic AI Systems 3分钟

1篇阅读材料总计10分钟

Hands - On10分钟

1个作业总计30分钟

Quiz 630分钟

2个插件总计30分钟

Module 6: AI Techniques in 2D/3D Virtual Gaming Environments Basic15分钟
ACTIVITY: Drag and Drop15分钟

涵盖的内容

9个视频1篇阅读材料1个作业2个插件

9个视频总计163分钟

Audiobook: Module 7: Adaptive Systems and Dynamic Difficulty86分钟
Podcast: Module 7: Adaptive Systems and Dynamic Difficulty41分钟
7.1 Adaptive Systems Overview5分钟
7.2 Key Principles and Techniques of Dynamic Difficulty Adjustment (DDA)9分钟
7.3 Understanding Adaptive Storytelling5分钟
7.4 Personalization and Player Profiling6分钟
7.5 AI Techniques in Adaptive Systems3分钟
7.6 Implementation Strategies and Tools3分钟
7.7 Case Study: Dynamic Enemy Management and Replayability with Left 4 Dead’s AI Director 4分钟

1篇阅读材料总计10分钟

Hands - On10分钟

1个作业总计30分钟

Quiz 730分钟

2个插件总计30分钟

Module 7: Adaptive Systems and Dynamic Difficulty15分钟
ACTIVITY: Tab15分钟

涵盖的内容

8个视频1个作业2个插件

8个视频总计117分钟

Audiobook: Module 8: Future of AI in Gaming61分钟
Podcast: Module 8: Future of AI in Gaming24分钟
8.1 Generalist AI Agents and Transfer Learning6分钟
8.2 AI-Powered Game Design5分钟
8.3 AI Tools for Balanced and Engaging Gameplay6分钟
8.4 Ethical Challenges in AI Gaming5分钟
8.5 Overview on Emerging Technologies VR/AR AI5分钟
Course Summary5分钟

1个作业总计30分钟

Quiz 830分钟

2个插件总计30分钟

Module 8: Future of AI in Gaming15分钟
ACTIVITY: Problem Statement15分钟

涵盖的内容

1篇阅读材料1个作业1个插件

位教师

AI CERTs Team

AI CERTs

58 门课程39,367 名学生

提供方

AI CERTs

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

自 2018开始学习的学生

''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情，我就可以学习。'

Jennifer J.

自 2020开始学习的学生

''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'

Larry W.

自 2021开始学习的学生

''如果我的大学不提供我需要的主题课程，Coursera 便是最好的去处之一。'

Chaitanya A.

''学习不仅仅是在工作中做的更好：它远不止于此。Coursera 让我无限制地学习。'

通过订阅解锁 10,000 多门课程的访问权限
通过在线学位推动您的职业生涯
获取世界一流大学的学位 - 100% 在线
加入全球超过 4,700 家选择 Coursera for Business 的公司

常见问题

This course is designed for game designers, developers, creative professionals, and learners exploring AI in gaming environments.

No. The course is beginner-friendly and focuses on practical AI applications for gaming and creative workflows.

You’ll learn how AI supports gameplay mechanics, storytelling, prototyping workflows, and player engagement experiences.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

Modern Game Design Mastery with AI

Modern Game Design Mastery with AI

您将学到什么

您将获得的技能

您将学习的工具

要了解的详细信息

了解顶级公司的员工如何掌握热门技能

该课程共有9个模块

Module 1: Introduction to AI Games

涵盖的内容

Module 2: Game Design Principles using AI

涵盖的内容

Module 3: Foundation of AI in Gaming

涵盖的内容

Module 4: Reinforcement Learning Fundamentals

涵盖的内容

Module 5: Planning and Decision Making in Games

涵盖的内容

Module 6: AI Techniques in 2D/3D Virtual Gaming Environments Basic

涵盖的内容

Module 7: Adaptive Systems and Dynamic Difficulty

涵盖的内容

Module 8: Future of AI in Gaming

涵盖的内容

Module 9: Capstone Project

涵盖的内容

位教师

提供方

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

通过订阅解锁 10,000 多门课程的访问权限

通过在线学位推动您的职业生涯

加入全球超过 4,700 家选择 Coursera for Business 的公司

常见问题

1. Who is this course designed for?

2. Do I need coding or technical experience?

3. What will I learn in this course?

更多问题