Leonardo Lucio Custode

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Topics

Influence Maximization

Reinforcement Learning

Top Venues

GECCO Companion

Appl. Soft Comput.

Publications

Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. CoRR (2024)
Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca
Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time. GECCO Companion (2024)
Leonardo Lucio Custode, Giovanni Iacca
Social Interpretable Reinforcement Learning. CoRR (2024)
Leonardo Lucio Custode, Chiara Camilla Migliore Rambaldi, Marco Roveri, Giovanni Iacca
Comparing Large Language Models and Grammatical Evolution for Code Generation. GECCO Companion (2024)
Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms. GECCO Companion (2024)
Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri
NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks. GECCO (2024)
Marco Crespi, Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
A population-based approach for multi-agent interpretable reinforcement learning. Appl. Soft Comput. 147 (2023)
Mir Hassan, Leonardo Lucio Custode, Kasim Sinan Yildirim, Giovanni Iacca
FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing. EWSN (2023)
Leonardo Lucio Custode, Federico Mento, Francesco Tursi, Andrea Smargiassi, Riccardo Inchingolo, Tiziano Perrone, Libertario Demi, Giovanni Iacca
Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees. Appl. Soft Comput. 133 (2023)
Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
Quality Diversity Evolutionary Learning of Decision Trees. SAC (2023)
Leonardo Lucio Custode, Giovanni Iacca
Evolutionary Learning of Interpretable Decision Trees. IEEE Access 11 (2023)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable AI for policy-making in pandemics. CoRR (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable AI for policy-making in pandemics. GECCO Companion (2022)
Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo, Giovanni Iacca
Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction. Algorithms 15 (3) (2022)
Gary White, Leonardo Lucio Custode, Owen O'Brien
SASH: Safe Autonomous Self-Healing. ICSOC Workshops (2022)
Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca
Quality Diversity Evolutionary Learning of Decision Trees. CoRR (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs. CoRR (2022)
Marco Crespi, Leonardo Lucio Custode, Giovanni Iacca
Towards Interpretable Policies in Multi-agent Reinforcement Learning Tasks. BIOMA (2022)
Leonardo Lucio Custode, Giovanni Iacca
Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs. GECCO Companion (2022)
Alberto Carbognin, Leonardo Lucio Custode, Giovanni Iacca
Genetic Improvement of TCP Congestion Avoidance. BIOMA (2022)
Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca
Neuroevolution of Spiking Neural P Systems. EvoApplications (2022)
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Genetic Improvement of Routing Protocols for Delay Tolerant Networks. ACM Trans. Evol. Learn. Optim. 1 (1) (2021)
Leonardo Lucio Custode, Giovanni Iacca
A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces. SSCI (2021)
Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
Black-box adversarial attacks using Evolution Strategies. CoRR (2021)
Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
Black-box adversarial attacks using evolution strategies. GECCO Companion (2021)
Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
A Signal-Centric Perspective on the Evolution of Symbolic Communication. CoRR (2021)
Leonardo Lucio Custode, Giovanni Iacca
One run to attack them all: finding simultaneously multiple targeted adversarial perturbations. SSCI (2021)
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Genetic improvement of routing in delay tolerant networks. GECCO Companion (2021)
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Genetic Improvement of Routing Protocols for Delay Tolerant Networks. CoRR (2021)
Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
A signal-centric perspective on the evolution of symbolic communication. GECCO (2021)
Hyunho Mo, Leonardo Lucio Custode, Giovanni Iacca
Evolutionary neural architecture search for remaining useful life prediction. Appl. Soft Comput. 108 (2021)
Leonardo Lucio Custode, Giovanni Iacca
Evolutionary learning of interpretable decision trees. CoRR (2020)
Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi
A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks. EvoApplications (2020)