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Unity Essentials
Pathway
Foundational
+600 XP
2 Weeks
Designed for anyone new to Unity, this guided learning journey is your first step toward gaining the background, context, and skills you need to confidently create in the Unity Editor and bring your vision to life. Experience hands-on learning as you discover what’s possible with Unity and unlock free assets to support you in creating your best projects. Completing this Pathway will equip you with the foundation you need to further your learning and specialize in your area of interest.  
Junior Programmer
Pathway
Foundational
+3000 XP
12 Weeks
Welcome to Junior Programmer! Designed for anyone interested in learning to code or obtaining an entry-level Unity role, this pathway assumes a basic knowledge of Unity and has no math prerequisites. Junior Programmer prepares you to get Unity Certified so that you can demonstrate your job-readiness to employers.
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Live Session - Getting Started with Machine Learning in Unity

Tutorial
Beginner
+180 XP
1 Hour
Overview
Live
Groups
Summary
In this recording of the live session, you'll learn how to create a machine learning experience that has a basic input (one or two dimensional vector observation), an obvious reward, and simple reset state. Throughout the session, learners will be able to:
  • Define Machine Learning
  • Discuss how ML differs from and works with Artificial Intelligence
  • Identify observations for an ML agent to make in a given Scene
  • Identify ways to reward the ML agent that will reinforce desired behavior
  • Script the ML Agent to collect observations about conditions in the scene and calculate rewards accordingly
  • Script the ML Agent to change behavior based on rewards received
Materials
MLAgentsLiveSessionAssets.zip
MachineLearning_LiveSession_TrainTheAgent.JPG
Select your Unity version
Last updated: October 21, 2020
2019.4
Language
English
Also included in
CourseML-Agents: Hummingbirds
Submission Gallery
ML Agents wins again
Blah blah blah finished the course, danke shone
15
0
Yet another Ml-Agetn victory
Finshed ML Agent course, and got toasted by the ML Agent seach and every time. I suck
9
0
Ai Car
Hii I successfully implement Ml-Agents in our car racing games. But i am facing one issue when in training mode everything run smooth. but when i assign brain to my agent. agent not move
36
0
Epic Hummingbirds
Cool course!
10
0
Just finished the course <3
Finished this awesome course
28
0
Humming Bird During Training for 256 and 512 neurons
My ML agent for the humming bird tutorial in action trained with 356 as the tutorial and 512 neurons. Early stopped for the 256 as results similar to the tutorial. This shows that one would need perfect neurons size fro training and it is not always that case that a larger network is better since both 128 neurons (in the tutorial) and this tested 512 neurons are slower in training than the 256 one that.
42
0
Chromium ML Dino
A simple side scroller in which you play against a ml-agents opponent.
19
0
Look at the little humming bird go!
ML Agent hummingbird
20
0
Live Session - Getting Started with Machine Learning in Unity