Evolutionary algorithms | Artificial neural networks
Neuroevolution, or neuro-evolution, is a form of artificial intelligence that uses evolutionary algorithms to generate artificial neural networks (ANN), parameters, and rules. It is most commonly applied in artificial life, general game playing and evolutionary robotics. The main benefit is that neuroevolution can be applied more widely than supervised learning algorithms, which require a syllabus of correct input-output pairs. In contrast, neuroevolution requires only a measure of a network's performance at a task. For example, the outcome of a game (i.e. whether one player won or lost) can be easily measured without providing labeled examples of desired strategies. Neuroevolution is commonly used as part of the reinforcement learning paradigm, and it can be contrasted with conventional deep learning techniques that use gradient descent on a neural network with a fixed topology. (Wikipedia).
A new map of the human brain could be the most accurate yet, as it combines all sorts of different kinds of data. This might finally solve a century of disagreements over the shapes and positions of different brain areas. Read more from Nature news here: http://www.nature.com/news/human-b
From playlist Neuro
What Are Dilutions | Chemical Calculations | Chemistry | FuseSchool
In this video, we will look at what dilutions are in chemistry, how to calculate them using a very easy equation and even extending to multiple dilutions which are called serial dilutions. Dilution is the process of adding water (or another solvent) to a solution to decrease the concentr
From playlist CHEMISTRY
The idea of ‘atonement’ sounds very old-fashioned and is deeply rooted in religious tradition. To atone means, in essence, to acknowledge one’s capacity for wrongness and one’s readiness for apology and desire for change. It’s a concept that every society needs at its center. For gifts and
From playlist RELATIONSHIPS
👉 Learn about dilations. Dilation is the transformation of a shape by a scale factor to produce an image that is similar to the original shape but is different in size from the original shape. A dilation that creates a larger image is called an enlargement or a stretch while a dilation tha
From playlist Transformations
Mapping The Brain | Digging Deeper
Should the United States spend billions to completely map the human brain? Will it ever be possible to build an artificial brain - and, if we do, what are the implications for the future? Join Ben and Matt as they talk about some interesting stuff that didn't make it into the Deceptive Bra
From playlist Stuff They Don't Want You To Know, New Episodes!
👉 Learn about dilations. Dilation is the transformation of a shape by a scale factor to produce an image that is similar to the original shape but is different in size from the original shape. A dilation that creates a larger image is called an enlargement or a stretch while a dilation tha
From playlist Transformations
What is an enlargement dilation
👉 Learn about dilations. Dilation is the transformation of a shape by a scale factor to produce an image that is similar to the original shape but is different in size from the original shape. A dilation that creates a larger image is called an enlargement or a stretch while a dilation tha
From playlist Transformations
Live Stream #178: Neuroevolution Steering Vehicles
Try Dashlane here: https://dashlane.com/codingtrain. Get 10% off now with my promo code: "codingtrain". In this video, I tackle neuroevolution steering vehicles and discuss our new sponsor, Dashlane! 10:49 Rubik’s Cube (update) 19:55 Raycasting - Community Contributions 31:07 Neuroevol
From playlist Live Stream Archive
Metacognition and speaking | Introduction | Part 1
In this video, I provide an overview of metacognition and discuss its role in speaking.
From playlist Metacognition
Coding Challenge #100.4: Neuroevolution Flappy Bird - Part 4
Welcome to part 4! In this section I attempt to improve the Neuroevolution Flappy Bird Coding Challenge. 💻Challenge: https://thecodingtrain.com/CodingChallenges/100.4-neuroevolution-flappy-bird.html 🎥 Part 1: https://youtu.be/c6y21FkaUqw 🎥 Part 2: https://youtu.be/YtRA6tqgJBc 🎥 Part 3: ht
From playlist 11: Neuroevolution - The Nature of Code
Coding Challenge #100.3: Neuroevolution Flappy Bird - Part 3
Coding Challenge #100 Part 3 In this video refine the neural network and genetic algorithm parameters as well as speed of the simulation during the training process. 💻Challenge: https://thecodingtrain.com/CodingChallenges/100.3-neuroevolution-flappy-bird.html 🎥 Part 1: https://youtu.be/c6
From playlist 11: Neuroevolution - The Nature of Code
Coding Challenge #100.5: Neuroevolution Flappy Bird - Part 5
Hold on there, last part! Here I add a feature for saving and loading a "bird brain" model. 💻Challenge: https://thecodingtrain.com/CodingChallenges/100.3-neuroevolution-flappy-bird.html 🎥 Part 1: https://youtu.be/c6y21FkaUqw 🎥 Part 2: https://youtu.be/YtRA6tqgJBc 🎥 Part 3: https://youtu.b
From playlist 11: Neuroevolution - The Nature of Code
Coding Challenge #100.1: Neuroevolution Flappy Bird - Part 1
Coding Challenge #100! In this challenge, I use the JavaScript neural network library and a genetic algorithm to train an agent to play Flappy Bird (see challenge #31). 💻Challenge: https://thecodingtrain.com/CodingChallenges/100.1-neuroevolution-flappy-bird.html 🎥 Part 2: https://youtu.be
From playlist 11: Neuroevolution - The Nature of Code
An general explanation of the underactive thyroid.
From playlist For Patients
Coding Challenge #100.2: Neuroevolution Flappy Bird - Part 2
Coding Challenge #100 Part 2! In this section I add the genetic algorithm. 💻Challenge: https://thecodingtrain.com/CodingChallenges/100.2-neuroevolution-flappy-bird.html 🎥 Part 1: https://youtu.be/c6y21FkaUqw 🎥 Part 3: https://youtu.be/3lvj9jvERvs 🎥 Part 4: https://youtu.be/HrvNpbnjEG8 🎥 P
From playlist 11: Neuroevolution - The Nature of Code
11.1: Introduction to Neuroevolution - The Nature of Code
Welcome to a new topic in the Nature of Code series: Neuroevolution! 🎥 Next Video: https://youtu.be/kCx2DElEpP8 🔗 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Neural-Network-JS 🔗 Nature of Code: http://natureofcode.com/ 🎥 My Neural Networks series: https://www.youtube.com/p
From playlist 11: Neuroevolution - The Nature of Code
Live Stream #133: Neuroevolution Flappy Bird Continued
In this live stream, I make some improvements to the neuroevolution flappy bird challenge (https://github.com/CodingTrain/Rainbow-Topics/issues/937). I also work on a neuroevolution steering agent example. 20:37 - Neuroevolution Flappy Bird part 4 49:44 - Neuroevolution Flappy Bird part 5
From playlist Live Stream Archive
11.3 Neuroevolution Flappy Bird with TensorFlow.js
In this video, I take another pass at the Neuroevolution Flappy Bird coding challenge and replace my JavaScript vanilla neural network library with the TensorFlow.js Layers API. 💻https://github.com/CodingTrain/website/tree/master/Courses/natureofcode/11.3_neuroevolution_tfjs.js 🔗 TensorF
From playlist 11: Neuroevolution - The Nature of Code
11.2: Neuroevolution: Crossover and Mutation - The Nature of Code
In this video I begin the process of coding a neuroevolution simulation and copy() and mutate() methods to the neural network library 🎥 Previous Video: https://youtu.be/lu5ul7z4icQ 🔗 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Neural-Network-JS 🔗 Nature of Code: http://natu
From playlist 11: Neuroevolution - The Nature of Code
Definition of a Surjective Function and a Function that is NOT Surjective
We define what it means for a function to be surjective and explain the intuition behind the definition. We then do an example where we show a function is not surjective. Surjective functions are also called onto functions. Useful Math Supplies https://amzn.to/3Y5TGcv My Recording Gear ht
From playlist Injective, Surjective, and Bijective Functions