A.I. VS ME | AI learns to play my game (Unity ML-Agents)

I made an AI with machine learning who learns to play my game and try to defeat me in my own game which has been made for the wowie gamejam 3.0.

In this video, I will show you the basics of machine learning and give you a quick introduction to how artificial neural networks (ANN) work.

After that, I show the process of making the A.I. I used Unity's solution (mlagents package) to teach the AI playing the game. It uses reinforcement learning for that, which means that we have to give some reward signals for the agent, and based on them it will learn which action is good which is not.

After a lot of training, the A.I. gets better and better. But the question is: can it beat my (the developer) score? At the end of this devlog, you will find out what the A.I. could learn because we will hold a big competition between me and the A.I. which lasts 10 rounds.

Who are you cheering for? Do you think the A.I. will win?

🎮 Try out the game | https://gamedevwithmark.itch.io/1-minute

0:00 - the game
0:38 - machine learning basics
1:23 - reinforcement learning
1:58 - how neural networks work?
2:32 - project setup
2:42 - What will be the observations?
3:59 - What can the AI do?
4:18 - reward system
5:40 - training results
6:28 - imitation learning
7:20 - challenge time!
7:55 - challenge (AI-s against each other)
8:22 - challenge (A.I. vs ME)

#mlagents #ai #gamedevwithmark

Видео A.I. VS ME | AI learns to play my game (Unity ML-Agents) канала Gamedev With Mark