Leonardo Lucio Custode

According to our database, Leonardo Lucio Custode authored at least 27 papers between 2020 and 2024.

Collaborative distances:

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

2024

Social Interpretable Reinforcement Learning.

Leonardo Lucio Custode, Giovanni Iacca

CoRR, 2024

Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge.

Leonardo Lucio Custode, Pietro Farina, Eren Yildiz, Renan Beran Kilic, Kasim Sinan Yildirim, Giovanni Iacca

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

Comparing Large Language Models and Grammatical Evolution for Code Generation.

Leonardo Lucio Custode, Chiara Camilla Migliore Rambaldi, Marco Roveri, Giovanni Iacca

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks.

Leonardo Lucio Custode, Ivanoe De Falco, Antonio Della Cioppa, Giovanni Iacca, Umberto Scafuri

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms.

Leonardo Lucio Custode, Fabio Caraffini, Anil Yaman, Giovanni Iacca

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time.

Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

A population-based approach for multi-agent interpretable reinforcement learning.

Marco Crespi, Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca

Appl. Soft Comput., November, 2023

Multi-objective automatic analysis of lung ultrasound data from COVID-19 patients by means of deep learning and decision trees.

Leonardo Lucio Custode, Federico Mento, Francesco Tursi, Andrea Smargiassi, Riccardo Inchingolo, Tiziano Perrone, Libertario Demi, Giovanni Iacca

Appl. Soft Comput., January, 2023

Evolutionary Learning of Interpretable Decision Trees.

Leonardo Lucio Custode, Giovanni Iacca

IEEE Access, 2023

Quality Diversity Evolutionary Learning of Decision Trees.

Andrea Ferigo, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

FedEdge: Federated Learning with Docker and Kubernetes forScalable and Efficient Edge Computing.

Mir Hassan, Leonardo Lucio Custode, Kasim Sinan Yildirim, Giovanni Iacca

Proceedings of the 2023 International Conference on embedded Wireless Systems and Networks, 2023

2022

Interpretable pipelines with evolutionarily optimized modules for RL tasks with visual inputs.

Leonardo Lucio Custode, Giovanni Iacca

CoRR, 2022

Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction.

Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo, Giovanni Iacca

Algorithms, 2022

SASH: Safe Autonomous Self-Healing.

Gary White, Leonardo Lucio Custode, Owen O'Brien

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022

Interpretable AI for policy-making in pandemics.

Leonardo Lucio Custode, Giovanni Iacca

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

Interpretable pipelines with evolutionary optimized modules for reinforcement learning tasks with visual inputs.

Leonardo Lucio Custode, Giovanni Iacca

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

Neuroevolution of Spiking Neural P Systems.

Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

Towards Interpretable Policies in Multi-agent Reinforcement Learning Tasks.

Marco Crespi, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022

Genetic Improvement of TCP Congestion Avoidance.

Alberto Carbognin, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022

2021

Genetic Improvement of Routing Protocols for Delay Tolerant Networks.

Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca

ACM Trans. Evol. Learn. Optim., 2021

Evolutionary neural architecture search for remaining useful life prediction.

Hyunho Mo, Leonardo Lucio Custode, Giovanni Iacca

Appl. Soft Comput., 2021

A co-evolutionary approach to interpretable reinforcement learning in environments with continuous action spaces.

Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

One run to attack them all: finding simultaneously multiple targeted adversarial perturbations.

Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Black-box adversarial attacks using evolution strategies.

Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A signal-centric perspective on the evolution of symbolic communication.

Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Genetic improvement of routing in delay tolerant networks.

Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks.

Leonardo Lucio Custode, Ciro Lucio Tecce, Illya Bakurov, Mauro Castelli, Antonio Della Cioppa, Leonardo Vanneschi

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020