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Live Session - Getting Started with Machine Learning in Unity

Tutorial
Beginner
+180 XP
1 Hour
Overview
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 20, 2020
2019.4
Language
English
Also included in
CourseML-Agents: Hummingbirds
Submission Gallery
MLAgents Hummingbird Trained Agent
Used MLAgents and Unity to train an agent in the form of a hummingbird to collect nectar from flowers
64
0
Galaxy Shooter AI
Not long ago I took a Unity course on Udemy in which the project was a spaceship game. Now I'm applying ML-Agents to create an Artificial Intelligence for the enemies and generate the game's bosses.
125848
0
Humming bird
my project
51577
0
CAMERA image as an input ( 36 * 36 pixels )
I improved project for hummingbird to be able to use camera input. I used also immitation learning (when you record your actions and teach NN to act closely as recorded). And even using it last iteration learned for 8 days! (Mac M1). If you have any questions or know how to make it better, write me please www.linkedin.com/in/vshirokun ... Project is here: drive.google.com/file/d/1O_vkL4-LBKStT1a9kRwXIlaLyA67QlSH/view
46367
0
Hummingbirds Training
Hummingbirds training, I figure it out on how to run it using GPU. and adjusting tutorial ActionBuffer and Continuos/DiscreteActionOut
20497
0
MLAgentsFlying
It is a MLAgent training where there is a bird catching a fly
27215
0
Fällerama - Lumberjack Contest
A small game I made for university where you compete against an AI lumberjack. FÄLLERAMA: Lumberjack Contest by PhiMue (itch.io)
44999
2
myhumminbird
just a result
11788
0
Live Session - Getting Started with Machine Learning in Unity