Introduction Nowadays, when talking about neural network models, it is common to mention how many graphics cards they need. For larger ones, there is talk of how many cards are needed, and how many GB of RAM may be required…
Introduction We all know that Artificial Intelligence is advancing at a significant speed in recent years. One of the aspects that is currently gaining most visibility is the ability to generate images with the unique source of origin of a…
Introduction In a previous post, we talked about the basics of linear programming and the Simplex method and, in this article, we are going to give an introduction to an emerging branch of mathematics: Fuzzy Logic. In a later article,…
In the previous post by Damavis, the concept of NLP was introduced and an example of the use of the well-known GPT-3 text generation model was shown. In short, the system proposed by OpenAI is a generative artificial intelligence model…
Introduction Noam Chomsky said that “Today’s language is no worse than yesterday’s. It is more practical. Like the world we live in”. And it is precisely this concept that we will discuss in this post: how technology has driven the…
Introduction We are all familiar with the concept of Linear Programming or Linear Optimization, that branch of mathematics that is dedicated to optimizing (maximizing or minimizing) a linear objective function subject to constraints in the form of equations and/or inequalities.…
Introduction In our previous post about Reinforcement Learning, we made an introduction to this area through one of its most popular techniques: Q-learning. We laid the groundwork by talking about Markov decision processes, policies and value functions, and we saw…
Introduction Although there is no consensus on the definition of artificial intelligence, we can say that it is the set of techniques whereby a computer system can exhibit intelligent behavior. There are many approaches, such as expert systems, where rules…
In our blog article Graphs – Finding optimal routes we introduced the use of graphs to find optimal routes. This time, we will study a technique to solve this problem that is inspired by the behavior of ant colonies. In…
Hungry Geese is a version of the mythical game “Snake”, but with geese, so that multiple agents compete against each other with the goal of surviving longer. This game was born in a Kaggle competition, developed between January 26, 2021 and…
