Giorgia Nadizar

According to our database, Giorgia Nadizar authored at least 22 papers between 2021 and 2025.

Collaborative distances:

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

2025

Totipotent neural controllers for modular soft robots: Achieving specialization in body-brain co-evolution through Hebbian learning.

Andrea Ferigo, Giovanni Iacca, Eric Medvet, Giorgia Nadizar

Neurocomputing, 2025

2024

Geometric semantic GP with linear scaling: Darwinian versus Lamarckian evolution.

Giorgia Nadizar, Berfin Sakallioglu, Fraser Garrow, Sara Silva, Leonardo Vanneschi

Genet. Program. Evolvable Mach., December, 2024

An Analysis of the Ingredients for Learning Interpretable Symbolic Regression Models with Human-in-the-loop and Genetic Programming.

Giorgia Nadizar, Luigi Rovito, Andrea De Lorenzo, Eric Medvet, Marco Virgolin

ACM Trans. Evol. Learn. Optim., March, 2024

Eventually, all you need is a simple evolutionary algorithm (for neuroevolution of continuous control policies).

Michel El Saliby, Giorgia Nadizar, Erica Salvato, Eric Medvet

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Interpretable Control Competition.

Giorgia Nadizar, Luigi Rovito, Dennis G. Wilson, Eric Medvet

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Searching for a Diversity of Interpretable Graph Control Policies.

Giorgia Nadizar, Eric Medvet, Dennis Wilson

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Large Language Model-based Test Case Generation for GP Agents.

Steven Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, Una-May O'Reilly, Erik Hemberg

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Naturally Interpretable Control Policies via Graph-Based Genetic Programming.

Giorgia Nadizar, Eric Medvet, Dennis G. Wilson

Proceedings of the Genetic Programming - 27th European Conference, 2024

2023

A grammatical evolution approach to the automatic inference of P systems.

Giorgia Nadizar, Gloria Pietropolli

J. Membr. Comput., September, 2023

An experimental comparison of evolved neural network models for controlling simulated modular soft robots.

Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho

Appl. Soft Comput., September, 2023

Human Control of Simulated Modular Soft Robots May Predict the Performance of Optimized AI-Based Controllers.

Giulia Marchiori Pietrosanti, Giorgia Nadizar, Federico Pigozzi, Eric Medvet

IEEE Access, 2023

GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots.

Eric Medvet, Giorgia Nadizar

Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023

A Fully-distributed Shape-aware Neural Controller for Modular Robots.

Giorgia Nadizar, Eric Medvet, Kathryn Walker, Sebastian Risi

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

An Investigation of Geometric Semantic GP with Linear Scaling.

Giorgia Nadizar, Fraser Garrow, Berfin Sakallioglu, Lorenzo Canonne, Sara Silva, Leonardo Vanneschi

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: An Experimental Analysis.

Giorgia Nadizar, Eric Medvet

Proceedings of the Genetic Programming - 26th European Conference, 2023

2022

Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots - Corrigendum.

Giorgia Nadizar, Eric Medvet, Ola Huse Ramstad, Stefano Nichele, Felice Andrea Pellegrino, Marco Zullich

Knowl. Eng. Rev., 2022

Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots.

Giorgia Nadizar, Eric Medvet, Ola Huse Ramstad, Stefano Nichele, Felice Andrea Pellegrino, Marco Zullich

Knowl. Eng. Rev., 2022

Collective control of modular soft robots via embodied Spiking Neural Cellular Automata.

Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho

CoRR, 2022

On the impact of body material properties on neuroevolution for embodied agents: the case of voxel-based soft robots.

Eric Medvet, Giorgia Nadizar, Federico Pigozzi

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

JGEA: a modular java framework for experimenting with evolutionary computation.

Eric Medvet, Giorgia Nadizar, Luca Manzoni

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

On the Schedule for Morphological Development of Evolved Modular Soft Robots.

Giorgia Nadizar, Eric Medvet, Karine Miras

Proceedings of the Genetic Programming - 25th European Conference, 2022

2021

On the effects of pruning on evolved neural controllers for soft robots.

Giorgia Nadizar, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich, Stefano Nichele

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