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Giuseppe Cuccu
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Anno
Evolving large-scale neural networks for vision-based reinforcement learning
J Koutník, G Cuccu, J Schmidhuber, F Gomez
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
2332013
When novelty is not enough
G Cuccu, F Gomez
European conference on the applications of evolutionary computation, 234-243, 2011
1262011
Playing atari with six neurons
G Cuccu, J Togelius, P Cudré-Mauroux
arXiv preprint arXiv:1806.01363, 2018
552018
Intrinsically motivated neuroevolution for vision-based reinforcement learning
G Cuccu, M Luciw, J Schmidhuber, F Gomez
2011 IEEE International Conference on Development and Learning (ICDL) 2, 1-7, 2011
452011
Marta: Leveraging human rationales for explainable text classification
I Arous, L Dolamic, J Yang, A Bhardwaj, G Cuccu, P Cudré-Mauroux
Proceedings of the AAAI conference on artificial intelligence 35 (7), 5868-5876, 2021
362021
Novelty-based restarts for evolution strategies
G Cuccu, F Gomez, T Glasmachers
2011 IEEE Congress of Evolutionary Computation (CEC), 158-163, 2011
302011
Artificial curiosity for autonomous space exploration
V Graziano, T Glasmachers, T Schaul, L Pape, G Cuccu, J Leitner, ...
Acta Futura 4, 41-51, 2011
282011
A data-driven approach to predict NOx-emissions of gas turbines
G Cuccu, S Danafar, P Cudré-Mauroux, M Gassner, S Bernero, ...
2017 IEEE International Conference on Big Data (Big Data), 1283-1288, 2017
182017
Analyzing reinforcement learning benchmarks with random weight guessing
D Oller, T Glasmachers, G Cuccu
arXiv preprint arXiv:2004.07707, 2020
162020
A study of genetic programming variable population size for dynamic optimization problems
L Vanneschi, G Cuccu
International Conference on Evolutionary Computation 2, 119-126, 2009
132009
Variable size population for dynamic optimization with genetic programming
L Vanneschi, G Cuccu
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
82009
Block diagonal natural evolution strategies
G Cuccu, F Gomez
International Conference on Parallel Problem Solving from Nature, 488-497, 2012
72012
E-volving large-scale neural networks for vision-based torcs
J Koutnı́k, G Cuccu, J Schmidhuber, FJ Gomez
Foundations of Digital Games, 206-212, 2013
62013
Playing Atari with few neurons: Improving the efficacy of reinforcement learning by decoupling feature extraction and decision making
G Cuccu, J Togelius, P Cudré-Mauroux
Autonomous Agents and Multi-Agent Systems 35 (2), 17, 2021
52021
Hydra: Cancer detection leveraging multiple heads and heterogeneous datasets
G Cuccu, J Jobin, J Clément, A Bhardwaj, C Reischauer, H Thöny, ...
2020 IEEE International Conference on Big Data (Big Data), 4842-4849, 2020
32020
Extending the Applicability of Neuroevolution
G Cuccu
éditeur non identifié, 2018
32018
Reconstructing dynamic target functions by means of genetic programming using variable population size
L Vanneschi, G Cuccu
Computational Intelligence, 121-134, 2011
32011
Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis
G Cuccu, C Broillet, C Reischauer, H Thoeny, P Cudré-Mauroux
2022 IEEE International Conference on Big Data (Big Data), 5223-5232, 2022
22022
DiBB: distributing black-box optimization
G Cuccu, L Rolshoven, F Vorpe, P Cudré-Mauroux, T Glasmachers
Proceedings of the Genetic and Evolutionary Computation Conference, 341-349, 2022
22022
Pre-Processing Segmentation Datasets for the Hydra Framework
C Broillet, G Cuccu
en. MA thesis. University of Fribourg, eXascale Infolab, 2022
12022
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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