AI Flight with Unity ML-Agents 2020-12 – Full Version

Description

Reinforcement Learning: AI Flight with Unity ML-Agents is a Unity reinforcement learning platform course with flight training for aircraft. Reinforcement learning using ML agents is generally more intuitive than other machine learning methods because you can visualize your neural network learning in a three-dimensional environment based on instant rewards for appropriate behavior .

What you will learn in Reinforcement Learning: AI Flight with Unity ML-Agents:

  • How to Install, Run, and Train Neural Networks Using Unity ML-Agents
  • Train aircraft operators to fly using reinforcement learning, especially PPO
  • Build an air racing game in Unity with AI-defying rivals that are insanely tough.
  • Integration of trained neural networks into the game that can be developed cross-platform
  • Apply advanced machine learning (no need to write training algorithms)
  • Offer many possibilities for customizing the project

Course specifications

Publisher: Udemy
Instructors: Adam Kelly Immersive Limit
German language
Learning level: Medium
Number of courses: 185
Duration: 14 hours and 20 minutes

Reinforcement Learning: AI Flight with Unity ML Agents 2021-3 Course Topics:

Reinforcement Learning AI Flight with Unity ML-Agents Table of Contents

Prerequisite courses:

Intermediate programming skills (Unity uses C#)

A computer that can work Unit 2019.2 or above

Unity core skills (how to navigate and use the interface)

Optional: basic Blender skills (how to navigate and use the interface)

Optional: Prior machine learning experience – This will help understanding, but is not required

Pictures

Reinforcement Learning AI Flight with Unity ML-Agents

sample movie

Installation guide

After ripping, watch with your favorite player.

english subtitle

Quality: 720

Download link

Download part 1 – 2 GB

Download part 2 – 2 GB

Download part 3 – 2 GB

Download Part 4 – 1.96 GB

File password(s): ngaur.com

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8 GB

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