Variable size population for dynamic optimization with genetic programming. - Leonardo Vanneschi; Giuseppe Cuccu (GECCO, 2009)

A Study of Genetic Programming Variable Population Size for Dynamic Optimization Problems. - Leonardo Vanneschi; Giuseppe Cuccu (IJCCI, 2009)

Novelty-based restarts for evolution strategies. - Giuseppe Cuccu; Faustino J. Gomez; Tobias Glasmachers (IEEE Congress on Evolutionary Computation, 2011)

When Novelty Is Not Enough. - Giuseppe Cuccu; Faustino J. Gomez (EvoApplications (1), 2011)

Intrinsically motivated neuroevolution for vision-based reinforcement learning. - Giuseppe Cuccu; Matthew D. Luciw; Jürgen Schmidhuber; Faustino J. Gomez (ICDL-EPIROB, 2011)

Block Diagonal Natural Evolution Strategies. - Giuseppe Cuccu; Faustino J. Gomez (PPSN (2), 2012)

Evolving large-scale neural networks for vision-based TORCS. - Jan Koutník; Giuseppe Cuccu; Jürgen Schmidhuber; Faustino J. Gomez (FDG, 2013)

Evolving large-scale neural networks for vision-based reinforcement learning. - Jan Koutník; Giuseppe Cuccu; Jürgen Schmidhuber; Faustino J. Gomez (GECCO, 2013)

A data-driven approach to predict NOx-emissions of gas turbines. - Giuseppe Cuccu; Somayeh Danafar; Philippe Cudré-Mauroux; Martin Gassner; Stefano Bernero; Krzysztof Kryszczuk (IEEE BigData, 2017)

Playing Atari with Six Neurons. - Giuseppe Cuccu; Julian Togelius; Philippe Cudré-Mauroux (AAMAS, 2019)

Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing. - Declan Oller; Tobias Glasmachers; Giuseppe Cuccu (AAMAS, 2020)

Hydra: Cancer Detection Leveraging Multiple Heads and Heterogeneous Datasets. - Giuseppe Cuccu; Johan Jobin; Julien Clément 001; Akansha Bhardwaj; Carolin Reischauer; Harriet Thöny; Philippe Cudré-Mauroux (IEEE BigData, 2020)

Playing Atari with Six Neurons (Extended Abstract). - Giuseppe Cuccu; Julian Togelius; Philippe Cudré-Mauroux (IJCAI, 2020)

MARTA: Leveraging Human Rationales for Explainable Text Classification. - Ines Arous; Ljiljana Dolamic; Jie Yang 028; Akansha Bhardwaj; Giuseppe Cuccu; Philippe Cudré-Mauroux (AAAI, 2021)

Playing Atari with few neurons. - Giuseppe Cuccu; Julian Togelius; Philippe Cudré-Mauroux (Auton. Agents Multi Agent Syst., 2021)

Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis. - Giuseppe Cuccu; Christophe Broillet; Carolin Reischauer; Harriet Thöny; Philippe Cudré-Mauroux (IEEE Big Data, 2022)

DiBB: distributing black-box optimization. - Giuseppe Cuccu; Luca Rolshoven; Fabien Vorpe; Philippe Cudré-Mauroux; Tobias Glasmachers (GECCO, 2022)