Sciblog - A blog designed like a scientific paper

 

Technology Is Reducing The Cost Of Education

Jan. 17, 2021

Artur Meyster and Miguel González-Fierro

 
 

Technology is transforming education dramatically. With rising college costs in the US and Europe, many students face the challenge of going into debt to earn a college degree. Fortunately, the EdTech industry has developed remarkably in recent years, reducing costs and increasing learning opportunities for more people.

 
 

10 Reasons why AI has developed faster than Robotics

Aug. 20, 2020

Miguel González-Fierro

 
 

In the last ten years, we have witnessed an explosion in the field of artificial intelligence. AI is everywhere around us, on our computers, our mobiles, our cars. However, a field closely related to AI, robotics, has not developed as much. This post aims to shed some light on some of the reasons why AI has developed much faster than robotics.

 
 

A Gentle Introduction to Contextual Bandits

April 1, 2020

Markus Cozowicz and Miguel González-Fierro

 
 

Contextual bandits are a simplified type of reinforcement learning algorithm that use contextual information about the environment to make decisions in real-time and require reward at every step. They can be used for applications such as news recommendation, ads placement on a website, financial portfolio design to name a few. In this post, we give an overview of contextual bandits and explain how they can be used.

 
 

ASROB 10th anniversary

Dec. 31, 2019

D. Estévez, J. Isabel, V. González Pacheco, J. González Víctores, M. González-Fierro

 
 

This year 2019, was the 10th anniversary of ASROB, the robotic student society at the University Carlos III in Madrid. It is exciting to see that the organization is still thriving, that new students are joining it and that many projects are being developed. In this post we review the history of the organization and reflect on the reasons for its success.

 
 

Understanding the Sequential Recommender SLi-Rec

Dec. 21, 2019

Miguel González-Fierro

 
 

Sequential recommenders are a hot topic in Recommendation systems. In this post we do a short summary of one of the latest contributions of Microsoft Research: SLi-Rec. This algorithm has a time-aware component, being able to encode static and dynamic user behavior, and a content-aware component, being able to incorporate contextual information.