Giuseppe Cuccu

19 papers A* 2A 5B 2C 2Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2022 A conf
DiBB: distributing black-box optimization.
GECCO
Giuseppe Cuccu, Luca Rolshoven, Fabien Vorpe, Philippe Cudré-Mauroux, Tobias Glasmachers
2022 B conf
Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis.
IEEE Big Data
Giuseppe Cuccu, Christophe Broillet, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux
2021 A* conf
MARTA: Leveraging Human Rationales for Explainable Text Classification.
AAAI
Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux
2021 J jnl
Playing Atari with few neurons.
Auton. Agents Multi Agent Syst.
Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux
2020 A conf
Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing.
AAMAS
Declan Oller, Tobias Glasmachers, Giuseppe Cuccu
2020 J jnl
Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing.
CoRR
Declan Oller, Tobias Glasmachers, Giuseppe Cuccu
2020 — conf
Hydra: Cancer Detection Leveraging Multiple Heads and Heterogeneous Datasets.
IEEE BigData
Giuseppe Cuccu, Johan Jobin, Julien Clément, Akansha Bhardwaj, Carolin Reischauer, Harriet Thöny, Philippe Cudré-Mauroux
2020 A* conf
Playing Atari with Six Neurons (Extended Abstract).
IJCAI
Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux
2019 A conf
Playing Atari with Six Neurons.
AAMAS
Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux
2018 J jnl
Playing Atari with Six Neurons.
CoRR
Giuseppe Cuccu, Julian Togelius, Philippe Cudré-Mauroux
2017 — conf
A data-driven approach to predict NOx-emissions of gas turbines.
IEEE BigData
Giuseppe Cuccu, Somayeh Danafar, Philippe Cudré-Mauroux, Martin Gassner, Stefano Bernero, Krzysztof Kryszczuk
2013 C conf
Evolving large-scale neural networks for vision-based TORCS.
FDG
Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez
2013 A conf
Evolving large-scale neural networks for vision-based reinforcement learning.
GECCO
Jan Koutník, Giuseppe Cuccu, Jürgen Schmidhuber, Faustino J. Gomez
2012 — conf
Block Diagonal Natural Evolution Strategies.
PPSN (2)
Giuseppe Cuccu, Faustino J. Gomez
2011 — conf
Intrinsically motivated neuroevolution for vision-based reinforcement learning.
ICDL-EPIROB
Giuseppe Cuccu, Matthew D. Luciw, Jürgen Schmidhuber, Faustino J. Gomez
2011 B conf
Novelty-based restarts for evolution strategies.
IEEE Congress on Evolutionary Computation
Giuseppe Cuccu, Faustino J. Gomez, Tobias Glasmachers
2011 — conf
When Novelty Is Not Enough.
EvoApplications (1)
Giuseppe Cuccu, Faustino J. Gomez
2009 C conf
A Study of Genetic Programming Variable Population Size for Dynamic Optimization Problems.
IJCCI
Leonardo Vanneschi, Giuseppe Cuccu
2009 A conf
Variable size population for dynamic optimization with genetic programming.
GECCO
Leonardo Vanneschi, Giuseppe Cuccu