Algorithm, Genetic algorithm, Evolutionary algorithm, Machine learning, Artificial intelligence, Learning

Finishing 2nd in Kaggle’s Abstraction and Reasoning Challenge

On Oct 29, 2020
@fchollet shared
RT @ademiquel: A couple of months ago my team finished 2nd in @kaggle's Abstraction and Reasoning Challenge, hosted by @fchollet. @JovianML offered me to write a blog post about it, and it has recently been published: https://t.co/YAbOssJUDy
Open

Artificial Intelligence has managed to outperform humans in many complex tasks. However, it still struggles with some extremely simple…

medium.com
On Oct 29, 2020
@fchollet shared
RT @ademiquel: A couple of months ago my team finished 2nd in @kaggle's Abstraction and Reasoning Challenge, hosted by @fchollet. @JovianML offered me to write a blog post about it, and it has recently been published: https://t.co/YAbOssJUDy
Open

Finishing 2nd in Kaggle’s Abstraction and Reasoning Challenge

Finishing 2nd in Kaggle’s Abstraction and Reasoning Challenge

Artificial Intelligence has managed to outperform humans in many complex tasks. However, it still struggles with some extremely simple…

Neural Architecture Search

Neural Architecture Search

Neural Architecture Search (NAS) automates network architecture engineering. It aims to learn a network topology that can achieve best performance on a certain task. By dissecting the ...

Why Initialize a Neural Network with Random Weights?

Why Initialize a Neural Network with Random Weights?

The weights of artificial neural networks must be initialized to small random numbers. This is because this is an expectation of the stochastic optimization algorithm used to train the ...

A Tutorial on Training Self-Play Agents

A Tutorial on Training Self-Play Agents

A simple OpenAI Gym environment for single and multi-agent reinforcement learning - hardmaru/slimevolleygym

Machine Programming: What Lies Ahead?

Machine Programming: What Lies Ahead?

Machine programming -- software that creates its own software -- is at an inflection point. It may redefine many industries, says Intel’s Justin Gottschlich.

NEW – Machine Learning algorithms and model packages now available in AWS Marketplace

NEW – Machine Learning algorithms and model packages now available in AWS Marketplace

The latest on the Internet of Things (IoT). IoT is a concept of having everyday devices connected, sharing and communicating data and information.

50 Must-Read Free Books For Every Data Scientist in 2020

50 Must-Read Free Books For Every Data Scientist in 2020

In this article, we are listing down some excellent data science books which cover the wide variety of topics under Data Science.

Click here to read the article

Click here to read the article

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents Edoardo Conti∗ Vashisht Madhavan∗ Felipe Petroski Such Joel Lehman ...

Automating Machine Learning: Google AutoML-Zero Evolves ML Algorithms From Scratch

Automating Machine Learning: Google AutoML-Zero Evolves ML Algorithms From Scratch

Google researchers propose an “AutoML-Zero” approach designed to automatically search for machine learning (ML) algorithms from scratch, requiring minimal human expertise or input.

How Neural Network Can Be Trained To Play The Snake Game

How Neural Network Can Be Trained To Play The Snake Game

Let’s take a look at another simple video game called Snake and how machine learning algorithms can be implied to play this simple game.

POET: Endlessly Generating Increasingly Complex and Diverse Learning Environments and their Solutions through the Paired Open-Ended Trailblazer

POET: Endlessly Generating Increasingly Complex and Diverse Learning Environments and their Solutions through the Paired Open-Ended Trailblazer

Uber AI Labs introduces the Paired Open-Ended Trailblazer (POET), an algorithm that leverages open-endedness to push the bounds of machine learning.

10 Resources To Learn Genetic Programming

10 Resources To Learn Genetic Programming

To help professionals starting out or looking to gain additional knowledge, we have listed 10 sources including, books, ebooks, videos and tutorials.

What’s the Next Big Thing in Artificial Intelligence?

What’s the Next Big Thing in Artificial Intelligence?

Breakthroughs in scaling Artificial Neural Networks (ANNs) have led to a resurgence of interest and much wider application of these techniques, now bette...