Giorgia Nadizar

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Genetic Programming

Evolutionary Algorithm

Control Policies

Cooperative Coevolution

Top Venues

GECCO Companion

Knowl. Eng. Rev.

Publications

Giorgia Nadizar, Luigi Rovito, Dennis G. Wilson, Eric Medvet
Interpretable Control Competition. GECCO Companion (2024)
Giorgia Nadizar, Eric Medvet, Dennis G. Wilson
Naturally Interpretable Control Policies via Graph-Based Genetic Programming. EuroGP (2024)
Giorgia Nadizar, Luigi Rovito, Andrea De Lorenzo, Eric Medvet, Marco Virgolin
An Analysis of the Ingredients for Learning Interpretable Symbolic Regression Models with Human-in-the-loop and Genetic Programming. ACM Trans. Evol. Learn. Optim. 4 (1) (2024)
Michel El Saliby, Giorgia Nadizar, Erica Salvato, Eric Medvet
Eventually, all you need is a simple evolutionary algorithm (for neuroevolution of continuous control policies). GECCO Companion (2024)
Steven Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, Una-May O'Reilly, Erik Hemberg
Large Language Model-based Test Case Generation for GP Agents. GECCO (2024)
Giorgia Nadizar, Eric Medvet, Dennis Wilson
Searching for a Diversity of Interpretable Graph Control Policies. GECCO (2024)
Giorgia Nadizar, Berfin Sakallioglu, Fraser Garrow, Sara Silva, Leonardo Vanneschi
Geometric semantic GP with linear scaling: Darwinian versus Lamarckian evolution. Genet. Program. Evolvable Mach. 25 (2) (2024)
Eric Medvet, Giorgia Nadizar
GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots. GPTP (2023)
Giorgia Nadizar, Gloria Pietropolli
A grammatical evolution approach to the automatic inference of P systems. J. Membr. Comput. 5 (3) (2023)
Giorgia Nadizar, Eric Medvet, Kathryn Walker, Sebastian Risi
A Fully-distributed Shape-aware Neural Controller for Modular Robots. GECCO (2023)
Giulia Marchiori Pietrosanti, Giorgia Nadizar, Federico Pigozzi, Eric Medvet
Human Control of Simulated Modular Soft Robots May Predict the Performance of Optimized AI-Based Controllers. IEEE Access 11 (2023)
Giorgia Nadizar, Eric Medvet
On the Effects of Collaborators Selection and Aggregation in Cooperative Coevolution: An Experimental Analysis. EuroGP (2023)
Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho
An experimental comparison of evolved neural network models for controlling simulated modular soft robots. Appl. Soft Comput. 145 (2023)
Giorgia Nadizar, Fraser Garrow, Berfin Sakallioglu, Lorenzo Canonne, Sara Silva, Leonardo Vanneschi
An Investigation of Geometric Semantic GP with Linear Scaling. GECCO (2023)
Giorgia Nadizar, Eric Medvet, Stefano Nichele, Sidney Pontes-Filho
Collective control of modular soft robots via embodied Spiking Neural Cellular Automata. CoRR (2022)
Eric Medvet, Giorgia Nadizar, Federico Pigozzi
On the impact of body material properties on neuroevolution for embodied agents: the case of voxel-based soft robots. GECCO Companion (2022)
Giorgia Nadizar, Eric Medvet, Hola Huse Ramstad, Stefano Nichele, Felice Andrea Pellegrino, Marco Zullich
Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots. Knowl. Eng. Rev. 37 (2022)
Giorgia Nadizar, Eric Medvet, Ola Huse Ramstad, Stefano Nichele, Felice Andrea Pellegrino, Marco Zullich
Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots - Corrigendum. Knowl. Eng. Rev. 37 (2022)
Giorgia Nadizar, Eric Medvet, Karine Miras
On the Schedule for Morphological Development of Evolved Modular Soft Robots. EuroGP (2022)
Eric Medvet, Giorgia Nadizar, Luca Manzoni
JGEA: a modular java framework for experimenting with evolutionary computation. GECCO Companion (2022)
Giorgia Nadizar, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich, Stefano Nichele
On the effects of pruning on evolved neural controllers for soft robots. GECCO Companion (2021)