Elvis Nava

Elvis Nava

Elvis Nava

Student / Programme Doctorate at D-ITET

ETH Zürich

ETH AI Center

OAT X 23

Andreasstrasse 5

8092 Zürich

Switzerland

Additional information

Research area

I am an ETH AI Center Doctoral Fellow, I am part of Prof. Benjamin Grewecall_made's group in the Institute of Neuroinformatics (INI) and Prof. Robert Katzschmann's Soft Robotics Lab (SRL). My research focus lies at the intersection of Meta-Learning, Representation Learning and Robotics. I seek to further advance our understanding of Meta-Learning as the key for increasing data and compute efficiency in Machine Learning models, with the eventual goal of applying such insights for solving complex Reinforcement Learning and Control tasks in the Robotics domain. I believe that broader and more robust generalization afforded by novel Meta-Learning techniques will lead to shorter development cycles and wider adoption of automation solutions and broadly applicable AI agents. As part of this effort, I aim to take inspiration from biologically sound Neural Network architectures and from computational neuroscience.

Elvis Nava completed his BSc in Computer Science from the University of Milan and his MSc in Data Science from ETH Zurich. He worked on his Master's Thesis in ETH's Learning and Adaptive Systems (LAS) group on the topic of Batched Bayesian Optimization. Later, he conducted an internship at Oracle Labs Zurich, working on Graph Neural Networks. He is currently a Doctoral Fellow at the ETH AI Center.

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