Artificial Intelligence & Machine Learning with Unity3D - AI learns to play Flappy Bird
This course provides an introduction to Artificial Intelligence and Machine Learning with Unity3D. It covers the basics of using Unity3D to create an AI that can learn to play Flappy Bird. Participants will learn how to use Unity3D to create an AI that can learn from its mistakes and improve its performance. The course is designed to help participants understand the fundamentals of AI and Machine Learning and how to apply them in Unity3D. ▼
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Course Feature
Cost:
Free Trial
Provider:
Skillshare
Certificate:
Paid Certification
Language:
English
Start Date:
On-Demand
Course Overview
❗The content presented here is sourced directly from Skillshare platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.
Updated in [February 21st, 2023]
What skills and knowledge will you acquire during this course?
By taking this course, learners will acquire a strong foundation in Artificial Intelligence and Machine Learning with Unity3D. They will learn the setup of the ML-Agents toolkit with Tensorflow, the key components of the ML-Agents toolkit, and how to use it to create AIs for games. They will also learn how to use Reinforcement Learning to create an AI that can play Flappy Bird, and Imitation Learning to create a self-driving car. Additionally, they will gain knowledge in related subjects such as robotics, computer vision, natural language processing, and deep learning. They will also gain experience in programming languages and frameworks such as Python, C++, and TensorFlow. This knowledge and experience can be used to create AIs for games, or to use the ML-Agents toolkit to create AIs for research purposes. It can also be used to create a Self-driving Car using Imitation Learning, or to create an AI that can play Flappy Bird using Reinforcement Learning. Furthermore, this course can be used to pursue a career in Artificial Intelligence and Machine Learning, such as AI engineer, AI researcher, or AI developer.
How does this course contribute to professional growth?
This course provides a great foundation for those interested in pursuing a career in Artificial Intelligence and Machine Learning. Learners can use the skills they learn in this course to develop their own AI projects, or to pursue further education in the field. They can also use the knowledge they gain to apply for jobs in the field, such as AI engineer, AI researcher, or AI developer. Additionally, the course can be used to gain an understanding of the various career paths available in the field, such as Artificial Intelligence Engineer, Machine Learning Scientist, Data Scientist, and Unity3D Developer. By taking this course, learners can gain the knowledge and skills necessary to pursue a career in Artificial Intelligence and Machine Learning, and to stay up-to-date with the latest trends in the field.
Is this course suitable for preparing further education?
This course is suitable for preparing further education in Artificial Intelligence and Machine Learning.
Pros & Cons
Shows basic example of ML-Agents.
Good lesson on 3D Roller Ball AI.
Project files provided.
Flappy Bird AI is terrible.
Need to edit project files.
Poorly documented and nothing works.
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