Search Results for author: Eliseo Ferrante

Found 5 papers, 2 papers with code

Emergence of specialized Collective Behaviors in Evolving Heterogeneous Swarms

no code implementations7 Feb 2024 Fuda van Diggelen, Matteo De Carlo, Nicolas Cambier, Eliseo Ferrante, A. E. Eiben

This is supported by phenotypic plasticity: individuals sharing the same genotype that is expressed differently for different classes of individuals, each specializing in one task.

One-shot Learning for Autonomous Aerial Manipulation

no code implementations3 Jun 2022 Claudio Zito, Eliseo Ferrante

This paper is concerned with learning transferable contact models for aerial manipulation tasks.

One-Shot Learning

Environment induced emergence of collective behaviour in evolving swarms with limited sensing

1 code implementation22 Mar 2022 Fuda van Diggelen, Jie Luo, Tugay Alperen Karagüzel, Nicolas Cambier, Eliseo Ferrante, A. E. Eiben

Designing controllers for robot swarms is challenging, because human developers have typically no good understanding of the link between the details of a controller that governs individual robots and the swarm behavior that is an indirect result of the interactions between swarm members and the environment.

Comparing lifetime learning methods for morphologically evolving robots

1 code implementation8 Mar 2022 Fuda van Diggelen, Eliseo Ferrante, A. E. Eiben

Evolving morphologies and controllers of robots simultaneously leads to a problem: Even if the parents have well-matching bodies and brains, the stochastic recombination can break this match and cause a body-brain mismatch in their offspring.

Heritability in Morphological Robot Evolution

no code implementations21 Oct 2021 Matteo De Carlo, Eliseo Ferrante, Daan Zeeuwe, Jacintha Ellers, Gerben Meynen, A. E. Eiben

In the field of evolutionary robotics, choosing the correct encoding is very complicated, especially when robots evolve both behaviours and morphologies at the same time.

Cannot find the paper you are looking for? You can Submit a new open access paper.