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SUPERCOMPUTING and ARTIFICIAL INTELLIGENCE Research, Teaching and Scientific Dissemination
Professor at UPC Barcelona Tech
Research Manager at Barcelona Supercomputing Center
FEATURED INFORMATION
NUEVO LIBRO EN CASTELLANO
SOBRE aprendizaje por refuerzo
INTRODUCCIÓN AL APRENDIZAJE POR REFUERZO Teoría y práctica en python
Deep Reinforcement Learning Explained
A series that gradually and with a practical approach will be introducing the reader in this exciting technology of Deep Reinforcement Learning.
Transfer Learning: La democratització dels Transformers
La llibreria Hugging Face posa els Transformers a l’abast de tothom (versió anglesa d’aquesta publicació a Medium) Ja hem vist que les xarxes neuronals Transformers son actualment la tecnologia dominant en l’àmbit del processat de llenguatge natural, podent-se usar en tasques com classificació, extracció, generació, etc. Per exemple, permet classificar un text en funció de
Transformers: La nova joia del “Deep Learning”
(versió anglesa d’aquesta publicació a medium) La major part del nostre temps ens comuniquem en llenguatge natural, és a dir, en text no estructurat, ja sigui escrit o parlat. Per aquest motiu, des de fa molts anys s’està treballant per aconseguir que les màquines comprenguin aquests textos no estructurats i n’extreguin la informació rellevant. És
Without the Rise of Supercomputers There Will Be No Progress in Artificial Intelligence
We need solutions that overlap these two research worlds Although artificial intelligence (AI) research began in the 1950s, and the fundamental algorithms of neural networks were already known in the last century, this discipline was left dormant for many years due to the lack of results that could excite both academia and the industry. Artificial Intelligence
How to Take Advantage of the New Disruptive AI Technology Called Transformers
Starting in 2017, Transformers have facilitated impressive progress in the field of deep learning. Many of us consider Transformers to be the most important development in recent years and with the greatest potential in the area. For this reason, I believe that it is worthwhile for us to be watchful of their progress. Transformers were
Deep Reinforcement Learning Explained
Content of this series in Medium This is a relaxed introductory series with a practical approach that tries to cover the basic concepts in Reinforcement Learning and Deep Learning to begin in the area of Deep Reinforcement Learning. UPDATE: Spanish version Part 1: Introduction to Deep Reinforcement Learning 01: A gentle introduction to Deep Reinforcement
How to build a Deep Learning model in 10 lines
Cover photo by Alex Kotliarskyi on Unsplash A Guide to quickly immerse yourself in Deep Learning This post will introduce the reader to the basics of neural networks through a case study that using only 10 lines of Python code creates and trains a neural network that recognises handwritten digits in 3 basic steps: 1-