134 citations · 548 across the 33 of their papers we have counts for
6 papers · 1 filter
Black-box adversarial attacks using Evolution Strategies
Hao Qiu, Leonardo Lucio Custode, Giovanni Iacca
In the last decade, deep neural networks have proven to be very powerful in computer vision tasks, starting a revolution in the computer vision and machine learning fields. However…
Graph-Aware Evolutionary Algorithms for Influence Maximization
Kateryna Konotopska, Giovanni Iacca
Social networks represent nowadays in many contexts the main source of information transmission and the way opinions and actions are influenced. For instance, generic advertisement…
Seeking Quality Diversity in Evolutionary Co-design of Morphology and Control of Soft Tensegrity Modular Robots
Enrico Zardini, Davide Zappetti, Davide Zambrano +2
Designing optimal soft modular robots is difficult, due to non-trivial interactions between morphology and controller. Evolutionary algorithms (EAs), combined with physical simulat…
A Framework for Knowledge Integrated Evolutionary Algorithms
Ahmed Hallawa, Anil Yaman, Giovanni Iacca +1
One of the main reasons for the success of Evolutionary Algorithms (EAs) is their general-purposeness, i.e., the fact that they can be applied straightforwardly to a broad range of…
A Signal-Centric Perspective on the Evolution of Symbolic Communication
Quintino Francesco Lotito, Leonardo Lucio Custode, Giovanni Iacca
The evolution of symbolic communication is a longstanding open research question in biology. While some theories suggest that it originated from sub-symbolic communication (i.e., i…
Genetic Improvement of Routing Protocols for Delay Tolerant Networks
Michela Lorandi, Leonardo Lucio Custode, Giovanni Iacca
Routing plays a fundamental role in network applications, but it is especially challenging in Delay Tolerant Networks (DTNs). These are a kind of mobile ad hoc networks made of e.g…