< TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment

25 casts | 2:58:23 for the total course

created by Mammoth Interactive INC

• 1. 00a Course Overview
  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Project Preview

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02 Course Overview

• 2. 00b Mammoth Interactive Courses Introduction

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 00 About Mammoth Interactive

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 How To Learn Online Effectively

• 3. 00c Machine Learning Overview

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 What Is Machine Learning

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02 What Is Deep Learning

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 03 What Is A Neural Network

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 04 What Is Ml-Agents

• 4. 00d C# Programming Fundamentals (Prerequisite)

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01. Introduction to C#

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02. Creating a New Project

• 5. 01 Install What You Need

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Install Unity

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02 Install Python

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 03 Install Ml-Agents Api

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 04 Install A Code Editor

• 6. 02 Build a New Unity Project

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Build A New Project

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02 Build A 3D Environment With Agent And Target

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 03 How To Debug

• 7. 03 Build Machine Learning Agent Behavior

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Start A New Training Episode

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02 Collect Observations

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 03 Reward Agent For Finding Target

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 04 Punish Agent's Wrong Move

• 8. 04 Connect Agent to Scene

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Connect Agent To Environment And Target

• 9. 05 Train the Brain

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Define Training Hyperparameters

• 10. 06 Show Training Results

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 01 Build A Graphical User Interface

  • TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment | 02 Speed Up Training With Duplicate Scenarios