Giuseppe Cuccu

According to our database, Giuseppe Cuccu authored at least 17 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

DiBB: distributing black-box optimization.

Giuseppe Cuccu, Luca Rolshoven, Fabien Vorpe, Philippe Cudré-Mauroux, Tobias Glasmachers

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis.

Giuseppe Cuccu, Christophe Broillet, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Playing Atari with few neurons.

Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux

Auton. Agents Multi Agent Syst., 2021

MARTA: Leveraging Human Rationales for Explainable Text Classification.

Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Playing Atari with Six Neurons (Extended Abstract).

Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Hydra: Cancer Detection Leveraging Multiple Heads and Heterogeneous Datasets.

Giuseppe Cuccu, Johan Jobin, Julien Clément, Akansha Bhardwaj, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing.

Declan Oller, Tobias Glasmachers, Giuseppe Cuccu

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Playing Atari with Six Neurons.

Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2017

A data-driven approach to predict NOx-emissions of gas turbines.

Giuseppe Cuccu, Somayeh Danafar, Philippe Cudré-Mauroux, Martin Gassner, Stefano Bernero, Krzysztof Kryszczuk

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2013

Evolving large-scale neural networks for vision-based reinforcement learning.

Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Evolving large-scale neural networks for vision-based TORCS.

Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez

Proceedings of the 8th International Conference on the Foundations of Digital Games, 2013

2012

Block Diagonal Natural Evolution Strategies.

Giuseppe Cuccu, Faustino J. Gomez

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

2011

Intrinsically motivated neuroevolution for vision-based reinforcement learning.

Giuseppe Cuccu, Matthew D. Luciw, Jürgen Schmidhuber, Faustino J. Gomez

Proceedings of the 1st International Conference on Development and Learning and on Epigenetic Robotics, 2011

When Novelty Is Not Enough.

Giuseppe Cuccu, Faustino J. Gomez

Proceedings of the Applications of Evolutionary Computation, 2011

Novelty-based restarts for evolution strategies.

Giuseppe Cuccu, Faustino J. Gomez, Tobias Glasmachers

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2009

A Study of Genetic Programming Variable Population Size for Dynamic Optimization Problems.

Leonardo Vanneschi, Giuseppe Cuccu

Proceedings of the IJCCI 2009, 2009

Variable size population for dynamic optimization with genetic programming.

Leonardo Vanneschi, Giuseppe Cuccu

Proceedings of the Genetic and Evolutionary Computation Conference, 2009