Eric Medvet

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 127

Top Venues

Publications

Giorgia Nadizar, Luigi Rovito, Dennis G. Wilson, Eric Medvet
Interpretable Control Competition. GECCO Companion (2024)
Domagoj Jakobovic, Eric Medvet, Gisele L. Pappa, Leonardo Trujillo
Introduction to special issue on highlights of genetic programming 2022 events. Genet. Program. Evolvable Mach. 25 (1) (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)
Gloria Pietropolli, Stefano Nichele, Eric Medvet
The Role of the Substrate in CA-based Evolutionary Algorithms. GECCO (2024)
Vincenzo Gulisano, Eric Medvet
Evolutionary Computation Meets Stream Processing. EvoApplications@EvoStar (2024)
Giorgia Nadizar, Eric Medvet, Dennis Wilson
Searching for a Diversity of Interpretable Graph Control Policies. GECCO (2024)
Jessica Mégane, Eric Medvet, Nuno Lourenço, Penousal Machado
Grammar-Based Evolution of Polyominoes. EuroGP (2024)
Eric Medvet, Simone Pozzi, Luca Manzoni
A General Purpose Representation and Adaptive EA for Evolving Graphs. GECCO (2023)
Eric Medvet, Giorgia Nadizar
GP for Continuous Control: Teacher or Learner? The Case of Simulated Modular Soft Robots. GPTP (2023)
Federico Pigozzi, Stephanie J. Woodman, Eric Medvet, Rebecca Kramer-Bottiglio, Josh C. Bongard
Morphology Choice Affects the Evolution of Affordance Detection in Robots. GECCO (2023)
Giorgia Nadizar, Eric Medvet, Kathryn Walker, Sebastian Risi
A Fully-distributed Shape-aware Neural Controller for Modular Robots. GECCO (2023)
Andrea Ferigo, Giovanni Iacca, Eric Medvet, Federico Pigozzi
Evolving Hebbian Learning Rules in Voxel-Based Soft Robots. IEEE Trans. Cogn. Dev. Syst. 15 (3) (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)
Daniele Panfilo, Alexander T. P. Boudewijn, Sebastiano Saccani, Andrea Coser, Borut Svara, Carlo Rossi Chauvenet, Ciro Antonio Mami, Eric Medvet
A Deep Learning-Based Pipeline for the Generation of Synthetic Tabular Data. IEEE Access 11 (2023)
Vitor de Castro-Silva, Bruno Bogaz Zarpelão, Eric Medvet, Sylvio Barbon
Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework. IEEE Access 11 (2023)
Alberto Bartoli, Luca Manzoni, Eric Medvet
Commentary on "Jaws 30", by W. B. Langdon. Genet. Program. Evolvable Mach. 24 (2) (2023)
Federico Pigozzi, Federico Julian Camerota Verdù, Eric Medvet
How the Morphology Encoding Influences the Learning Ability in Body-Brain Co-Optimization. GECCO (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)
Federico Pigozzi, Eric Medvet, Alberto Bartoli, Marco Rochelli
Factors Impacting Diversity and Effectiveness of Evolved Modular Robots. ACM Trans. Evol. Learn. Optim. 3 (1) (2023)
Andrea Ferigo, Eric Medvet, Giovanni Iacca
Optimizing the Sensory Apparatus of Voxel-Based Soft Robots Through Evolution and Babbling. SN Comput. Sci. 3 (2) (2022)
Ciro Antonio Mami, Andrea Coser, Eric Medvet, Alexander T. P. Boudewijn, Marco Volpe, Michael Whitworth, Borut Svara, Gabriele Sgroi, Daniele Panfilo, Sebastiano Saccani
Generating Realistic Synthetic Relational Data through Graph Variational Autoencoders. CoRR (2022)
Federico Pigozzi, Eric Medvet
Evolving Modularity in Soft Robots Through an Embodied and Self-Organizing Neural Controller. Artif. Life 28 (3) (2022)
Patrick Indri, Alberto Bartoli, Eric Medvet, Laura Nenzi
One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems. EuroGP (2022)
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)
Eric Medvet, Francesco Rusin
Impact of Morphology Variations on Evolved Neural Controllers for Modular Robots. WIVACE (2022)
Federico Pigozzi, Yujin Tang, Eric Medvet, David Ha
Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention. CoRR (2022)
Federico Pigozzi, Yujin Tang, Eric Medvet, David Ha
Evolving modular soft robots without explicit inter-module communication using local self-attention. GECCO (2022)
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman
Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning. CoRR (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)
Andrea Ferigo, Giovanni Iacca, Eric Medvet
Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-Based Soft Robots. EvoApplications (2021)
Erica Salvato, Gianfranco Fenu, Eric Medvet, Felice Andrea Pellegrino
Crossing the Reality Gap: A Survey on Sim-to-Real Transferability of Robot Controllers in Reinforcement Learning. IEEE Access 9 (2021)
Stefano Seriani, Luca Marcini, Matteo Caruso, Paolo Gallina, Eric Medvet
Crowded Environment Navigation with NEAT: Impact of Perception Resolution on Controller Optimization. J. Intell. Robotic Syst. 101 (2) (2021)
Eric Medvet, Alberto Bartoli, Federico Pigozzi, Marco Rochelli
Biodiversity in evolved voxel-based soft robots. GECCO (2021)
Jacopo Talamini, Eric Medvet, Stefano Nichele
Criticality-Driven Evolution of Adaptable Morphologies of Voxel-Based Soft-Robots. Frontiers Robotics AI 8 (2021)
Erica Salvato, Gianfranco Fenu, Eric Medvet, Felice Andrea Pellegrino
Characterization of Modeling Errors Affecting Performances of a Robotics Deep Reinforcement Learning Controller in a Sim-to-Real Transfer. MIPRO (2021)
Marco Virgolin, Andrea De Lorenzo, Francesca Randone, Eric Medvet, Mattias Wahde
Model Learning with Personalized Interpretability Estimation (ML-PIE). CoRR (2021)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
Automatic Search-and-Replace From Examples With Coevolutionary Genetic Programming. IEEE Trans. Cybern. 51 (5) (2021)
Marco Virgolin, Andrea De Lorenzo, Francesca Randone, Eric Medvet, Mattias Wahde
Model learning with personalized interpretability estimation (ML-PIE). GECCO Companion (2021)
Marco Virgolin, Andrea De Lorenzo, Eric Medvet, Francesca Randone
Learning a Formula of Interpretability to Learn Interpretable Formulas. PPSN (2) (2020)
Eric Medvet, Alberto Bartoli
Evolutionary Optimization of Graphs with GraphEA. AI*IA (2020)
Andrea De Lorenzo, Fabio Martinelli, Eric Medvet, Francesco Mercaldo, Antonella Santone
Visualizing the outcome of dynamic analysis of Android malware with VizMal. J. Inf. Secur. Appl. 50 (2020)
Alberto Bartoli, Marco Catto, Andrea De Lorenzo, Eric Medvet, Jacopo Talamini
Mechanisms of Social Learning in Evolved Artificial Life. ALIFE (2020)
Marco Zullich, Eric Medvet, Felice Andrea Pellegrino, Alessio Ansuini
Speeding-up pruning for Artificial Neural Networks: Introducing Accelerated Iterative Magnitude Pruning. ICPR (2020)
Alessio Ansuini, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich
On the Similarity between Hidden Layers of Pruned and Unpruned Convolutional Neural Networks. ICPRAM (2020)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Giulio Fidel
Evolution of distributed neural controllers for voxel-based soft robots. GECCO (2020)
Gianfranco Fenu, Eric Medvet, Daniele Panfilo, Felice Andrea Pellegrino
Mosaic Images Segmentation using U-net. ICPRAM (2020)
Alberto Bartoli, Eric Medvet
Exploring the Potential of GPT-2 for Generating Fake Reviews of Research Papers. FSDM (2020)
Luca Manzoni, Alberto Bartoli, Mauro Castelli, Ivo Gonçalves, Eric Medvet
Specializing Context-Free Grammars With a (1 + 1)-EA. IEEE Trans. Evol. Comput. 24 (5) (2020)
Alberto Bartoli, Mauro Castelli, Eric Medvet
Weighted Hierarchical Grammatical Evolution. IEEE Trans. Cybern. 50 (2) (2020)
Eric Medvet, Stefano Seriani, Alberto Bartoli, Paolo Gallina
Evolutionary optimization of sliding contact positions in powered floor systems for mobile robots. Autom. 68 (2) (2020)
Andrea De Lorenzo, Alberto Bartoli, Mauro Castelli, Eric Medvet, Bing Xue
Genetic programming in the twenty-first century: a bibliometric and content-based analysis from both sides of the fence. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Jacopo Talamini, Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
Communication in Decision Making: Competition favors Inequality. ALIFE (2020)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Stefano Seriani
2D-VSR-Sim: an Optimization-friendly Simulator of 2-D Voxel-based Soft Robots. CoRR (2020)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Stefano Seriani
2D-VSR-Sim: A simulation tool for the optimization of 2-D voxel-based soft robots. SoftwareX 12 (2020)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Fabiano Tarlao
Interactive example-based finding of text items. Expert Syst. Appl. 154 (2020)
Alessio Ansuini, Eric Medvet, Felice Andrea Pellegrino, Marco Zullich
Investigating Similarity Metrics for Convolutional Neural Networks in the Case of Unstructured Pruning. ICPRAM (Revised Selected Papers) (2020)
Marco Virgolin, Andrea De Lorenzo, Eric Medvet, Francesca Randone
Learning a Formula of Interpretability to Learn Interpretable Formulas. CoRR (2020)
Luca Bortolussi, Vincenzo Gulisano, Eric Medvet, Dimitrios Palyvos-Giannas
Automatic Translation of Spatio-Temporal Logics to Streaming-Based Monitoring Applications for IoT-Equipped Autonomous Agents. M4IoT@Middleware (2019)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Fabiano Tarlao
Designing automatically a representation for grammatical evolution. Genet. Program. Evolvable Mach. 20 (1) (2019)
Andrea De Lorenzo, Eric Medvet, Tea Tusar, Alberto Bartoli
An analysis of dimensionality reduction techniques for visualizing evolution. GECCO (Companion) (2019)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
Active Learning of Predefined Models for Information Extraction: Selecting Regular Expressions from Examples. FSDM (2019)
Jacopo Talamini, Eric Medvet, Alberto Bartoli
Communication-based cooperative tasks: how the language expressiveness affects reinforcement learning. SAC (2019)
Eric Medvet, Stefano Seriani, Alberto Bartoli, Paolo Gallina
Design of Powered Floor Systems for Mobile Robots with Differential Evolution. EvoApplications (2019)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Giovanni Squillero
Multi-level diversity promotion strategies for Grammar-guided Genetic Programming. Appl. Soft Comput. 83 (2019)
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
Enterprise wi-fi: we need devices that are secure by default. Commun. ACM 62 (5) (2019)
Jacopo Talamini, Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
Evolutionary Synthesis of Sensing Controllers for Voxel-based Soft Robots. ALIFE (2019)
Jacopo Talamini, Giovanni Scaini, Eric Medvet, Alberto Bartoli
Selfish vs. global behavior promotion in car controller evolution. GECCO (Companion) (2018)
Alessandro Bacci, Alberto Bartoli, Fabio Martinelli, Eric Medvet, Francesco Mercaldo
Detection of Obfuscation Techniques in Android Applications. ARES (2018)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo, Fabiano Tarlao
GOMGE: Gene-Pool Optimal Mixing on Grammatical Evolution. PPSN (1) (2018)
Eric Medvet, Alberto Bartoli, Alessio Ansuini, Fabiano Tarlao
Observing the Population Dynamics in GE by means of the Intrinsic Dimension. CoRR (2018)
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
(In)Secure Configuration Practices of WPA2 Enterprise Supplicants. CoRR (2018)
Eric Medvet, Marco Virgolin, Mauro Castelli, Peter A. N. Bosman, Ivo Gonçalves, Tea Tusar
Unveiling evolutionary algorithm representation with DU maps. Genet. Program. Evolvable Mach. 19 (3) (2018)
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
(In)Secure Configuration Practices of WPA2 Enterprise Supplicants. ARES (2018)
Alberto Bartoli, Eric Medvet, Andrea De Lorenzo, Fabiano Tarlao
Back To The Basics: Security of Software Downloads for Smart Objects. GOODTECHS (2018)
Alberto Bartoli, Eric Medvet, Filippo Onesti
Evil twins and WPA2 Enterprise: A coming security disaster? Comput. Secur. 74 (2018)
Alessandro Bacci, Fabio Martinelli, Eric Medvet, Francesco Mercaldo
VizMal: A Visualization Tool for Analyzing the Behavior of Android Malware. ICISSP (2018)
Alessandro Bacci, Alberto Bartoli, Fabio Martinelli, Eric Medvet, Francesco Mercaldo, Corrado Aaron Visaggio
Impact of Code Obfuscation on Android Malware Detection based on Static and Dynamic Analysis. ICISSP (2018)
Eric Medvet, Alberto Bartoli, Andrea De Lorenzo
Exploring the application of GOMEA to bit-string GE. GECCO (Companion) (2018)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
Active Learning of Regular Expressions for Entity Extraction. IEEE Trans. Cybern. 48 (3) (2018)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
Personalized, Browser-Based Visual Phishing Detection Based on Deep Learning. CRiSIS (2018)
Eric Medvet, Alberto Bartoli
On the Automatic Design of a Representation for Grammar-Based Genetic Programming. EuroGP (2018)
Eric Medvet, Alberto Bartoli, Giovanni Squillero
An effective diversity promotion mechanism in grammatical evolution. GECCO (Companion) (2017)
Eric Medvet, Fabio Daolio, Danny Tagliapietra
Evolvability in grammatical evolution. GECCO (2017)
Eric Medvet
A Comparative Analysis of Dynamic Locality and Redundancy in Grammatical Evolution. EuroGP (2017)
Eric Medvet, Alberto Bartoli, Jacopo Talamini
Road Traffic Rules Synthesis Using Grammatical Evolution. EvoApplications (2) (2017)
Eric Medvet
Hierarchical grammatical evolution. GECCO (Companion) (2017)
Giuseppe Lombardi, Eric Medvet, Alberto Bartoli
A Language for UAV Traffic Rules in an Urban Environment and Decentralized Scenario. ICTAI (2017)
Eric Medvet, Tea Tusar
The DU map: a visualization to gain insights into genotype-phenotype mapping and diversity. GECCO (Companion) (2017)
Alberto Ferrante, Eric Medvet, Francesco Mercaldo, Jelena Milosevic, Corrado Aaron Visaggio
Spotting the Malicious Moment: Characterizing Malware Behavior Using Dynamic Features. ARES (2016)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Dennis Morello, Fabiano Tarlao
"Best Dinner Ever!!!": Automatic Generation of Restaurant Reviews with LSTM-RNN. WI (2016)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao
Syntactical Similarity Learning by Means of Grammatical Evolution. PPSN (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eric Medvet