AI Researcher at Universidad Paulo Freire

hace 4 semanas


Barcelona, Barcelona, España Universidad Paulo Freire A tiempo completo

PhD Position Overview

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The PhD position at the Computational Science Lab is an exciting opportunity for a researcher to contribute to the development of artificial intelligence capable of solving reasoning tasks it has never seen before. This project aims to push beyond current machine learning techniques that are data-hungry and brittle, focusing on inductive programming and abstraction and reasoning challenge.

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About the Project

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The research challenge revolves around creating a computer that can learn complex, abstract tasks from just a few examples. Current methods like reinforcement learning rely heavily on large amounts of data, but cognitive abilities that could broadly generalize to many tasks remain elusive. Our approach will focus on the abstraction and reasoning corpus (ARC), a benchmark designed to measure AI skill-acquisition on unknown tasks with limited demonstrations.

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Funding and Support

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This work is supported by a grant from the Spanish Ministry of Economy (MINECO) and FEDER/UE sources. The laboratory is located in the Barcelona Biomedical Research Park, one of the most exciting interdisciplinary research centres in Southern Europe.

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Skills and Qualifications

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We seek exceptional candidates with a passion for computing, capable of thinking outside the box, and ambitious to work on innovative projects. A profile in computer science, physics, or mathematics is preferred, but we also welcome candidates with experience in related fields such as reinforcement learning and software development. Proficiency in Python, knowledge of TensorFlow or PyTorch, familiarity with Linux, and version control systems are required.

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Benefits and Facilities

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The laboratory offers state-of-the-art computational resources, access to large simulation data, and a cluster with 60 GPUs. Additionally, we have exclusive access to GPUGRID.net, a distributed computing project with 5000 GPUs. We offer a competitive PhD salary, estimated at €25,000-€30,000 per year, depending on candidate background and experience.

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Application Process

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Please submit your application, including a CV and cover letter, along with the names of up to three contacts for requesting recommendations. You will be part of a vibrant research community with access to cutting-edge facilities and expertise.



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