Mind Render / AI Drill

Mind Render / AI Drill is a learning/experimental environment designed for students and working professionals who want to learn machine learning. It includes “text”, “source code” and “simulation environment.”

You can understand the basic concept of machine learning, create program using the theory and simulation to check the result of the program.

There are many books and source codes related to machine learning in each, but it is a unique feature that all three are provided in one place.

Unity Asset Store

Some chapters are available on Unity Asset Store.

Case Study

東京大学 工学部授業

The University of Tokyo (Faculty of Engineering)

In about 3 weeks of exercises, they develop AI program and give a presentation on the final day.

Mind Render AI Drill

Cyber University

AI Drill is highly evaluated because even students who are not familiar with programming can use it immediately because sample programs are available.

Contents

Text

On Amazon, it is published in two separate volumes.

Chapter 1
Preparation

Chapger 2
Configure the training environment

Chapter 3
Self-Driving Car

Chapter 4
Reinforcement Learning

Chapter 5
Neuroevolution

Chapter 6
Game AI

Chapter 7
Optional Exercises

Source code and learning environment

The source code of the sample program and the necessary resources are provided so that you can try the developed program immediately. A major feature of “Mind Render / AI Drill” is that you can visually check the learning status using Unity.

Example: Neuroevolution

This video shows how the cars are learning to go around without hitting walls or obstacles.

At first, no car can go around. As the car learns, however, some cars get to be able to go around.



This video shows a car with the trained AI program in the above running in Mind Render.

You can see that the car runs around the rocks to some extent. (By having the AI program learn with more complicated courses and rock arrangements, the technique of self-driving will improve).



Links