Search Results for author: Fuda van Diggelen

Found 4 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.

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.

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