RobSmithDev | Is it Life? Crazy AI Machine Learning Robots evolved using Genetic Algorithms @RobSmithDev | Uploaded March 2022 | Updated October 2024, 1 hour ago.
I'll show you the basics of AI (Artificial Intelligence) using Neural Networks using concepts over 30 years old! There's some fantastic simulations (05:44) included!
We'll then learn to teach them, by evolving them using Genetic Algorithms and finally put them into several problems to see if they can solve them entirely on their own!
It's actually not that complex to understand, and the simulations in the video are crazy to watch!
Modern AI or Machine Learning is usually performed using pre-built frameworks, but this is a good bit of background into the subject.
Please support my channel by becoming a Patreon!
Patreon: patreon.com/RobSmithDev
Discord: discord.gg/MKZ6HA6ZWE
Full source code is available from robsmithdev.co.uk/youtube/nn.zip
And available on GitHub at github.com/RobSmithDev
MIT 6.034 Artificial Intellegence (Well worth a watch)
youtube.com/watch?v=TjZBTDzGeGg&list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi
If you liked my TShirt, its called 'Binary Tree' and you can purchase it here:
amzn.to/3CRjBug (blue tree)
amzn.to/3N0DAvj (green tree)
Note they are amazon affiliate links meaning I earn a *tiny* amount of any purchase. A great way to support me!
Chapters
--------
Introduction (00:00)
What is a Neural Network (00:51)
What are Genetic Algorithms (03:16)
Simulation 1: Robots Collecting Batteries (05:44)
Simulation 2: Robots Collecting Batteries & Solar (09:49)
Simulation 3: Avoid the Quicksand (11:33)
Simulation 4: Shields Up! (12:38)
Summary (15:05)
Music
-----
Artificial Being by deimon / cybersis
Artificial E x t a c y by tomas/session
Artificial Senses by rebellion/maniacs
Artificial House by piir-akkamun-alla/jrm
Artificial / Inspiration (part1) by slice / royal
T2 XM Mod by MC Dreamer (fair use as parady)
Copyright © RobSmithDev 2021-2022
robsmithdev.co.uk
Where appropriate, all efforts were made to trace & obtain copyright
holders permissions to reproduce their material in this video.
If you have any questions regarding content please get in touch.
#NeuralNetworks #GeneticAlgorithms #MachineLearning #ArtificialIntellegence
I'll show you the basics of AI (Artificial Intelligence) using Neural Networks using concepts over 30 years old! There's some fantastic simulations (05:44) included!
We'll then learn to teach them, by evolving them using Genetic Algorithms and finally put them into several problems to see if they can solve them entirely on their own!
It's actually not that complex to understand, and the simulations in the video are crazy to watch!
Modern AI or Machine Learning is usually performed using pre-built frameworks, but this is a good bit of background into the subject.
Please support my channel by becoming a Patreon!
Patreon: patreon.com/RobSmithDev
Discord: discord.gg/MKZ6HA6ZWE
Full source code is available from robsmithdev.co.uk/youtube/nn.zip
And available on GitHub at github.com/RobSmithDev
MIT 6.034 Artificial Intellegence (Well worth a watch)
youtube.com/watch?v=TjZBTDzGeGg&list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi
If you liked my TShirt, its called 'Binary Tree' and you can purchase it here:
amzn.to/3CRjBug (blue tree)
amzn.to/3N0DAvj (green tree)
Note they are amazon affiliate links meaning I earn a *tiny* amount of any purchase. A great way to support me!
Chapters
--------
Introduction (00:00)
What is a Neural Network (00:51)
What are Genetic Algorithms (03:16)
Simulation 1: Robots Collecting Batteries (05:44)
Simulation 2: Robots Collecting Batteries & Solar (09:49)
Simulation 3: Avoid the Quicksand (11:33)
Simulation 4: Shields Up! (12:38)
Summary (15:05)
Music
-----
Artificial Being by deimon / cybersis
Artificial E x t a c y by tomas/session
Artificial Senses by rebellion/maniacs
Artificial House by piir-akkamun-alla/jrm
Artificial / Inspiration (part1) by slice / royal
T2 XM Mod by MC Dreamer (fair use as parady)
Copyright © RobSmithDev 2021-2022
robsmithdev.co.uk
Where appropriate, all efforts were made to trace & obtain copyright
holders permissions to reproduce their material in this video.
If you have any questions regarding content please get in touch.
#NeuralNetworks #GeneticAlgorithms #MachineLearning #ArtificialIntellegence
