Reinforcement Learning in Unity Gaming Environment
Ajit Kumar
3 modules
Lifetime access
Master reinforcement learning in Unity to level up your gaming and AI skills.
Overview
This course will introduce you to the exciting world of reinforcement learning in the Unity gaming environment. You will learn how to implement and train reinforcement learning agents to master various gaming scenarios within Unity, enhancing your skills in both reinforcement learning and game development.
Key Highlights
Master reinforcement learning in gaming environments
Implement and train agents in Unity
Advance your game development and AI skills
What you will learn
Understand Reinforcement Learning Fundamentals
Learn the core concepts and algorithms of reinforcement learning.
Implement RL Agents in Unity
Develop and deploy reinforcement learning agents in Unity gaming environments.
Train Agents to Master Gaming Scenarios
Train your agents to excel in various gaming challenges and scenarios.
Modules
Course Objective
1 attachment • 1 mins
Course Objective
Builing RL agents in Unity
9 attachments • 9 mins
Learn Basics of Unity
Install ML Agents
Familiarize with MLAgents environments
Make and Train your first ML Agent
Exercise: Make some simple Environments
Train with mlagent docker container - with unity running - Not possible in Aws
Train with mlagent docker container - with unity NOT running - With executible - For aws
Train in AWS EC2 instance
[TODO] Ways to faster training. Multiple parallel env in Unity
Interaction of python code with Unity Environments
2 attachments • 2 mins
Why do we need it?
[TODO] Demo of controlling Unity with Python code
FAQs
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Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.
How can I access the course materials?
Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.
Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
Ajit Kumar
Assistant Professor
Dept of Mathematics
Shiv Nadar University
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