131 citations · 331 across the 6 of their papers we have counts for
4 papers · 1 filter
Systematic Derivation of Behaviour Characterisations in Evolutionary Robotics
Jorge Gomes, Pedro Mariano, Anders Lyhne Christensen
Evolutionary techniques driven by behavioural diversity, such as novelty search, have shown significant potential in evolutionary robotics. These techniques rely on priorly specifi…
Novelty Search in Competitive Coevolution
Jorge Gomes, Pedro Mariano, Anders Lyhne Christensen
One of the main motivations for the use of competitive coevolution systems is their ability to capitalise on arms races between competing species to evolve increasingly sophisticat…
Generic Behaviour Similarity Measures for Evolutionary Swarm Robotics
Jorge Gomes, Anders Lyhne Christensen
Novelty search has shown to be a promising approach for the evolution of controllers for swarm robotics. In existing studies, however, the experimenter had to craft a domain depend…
Evolution of Swarm Robotics Systems with Novelty Search
Jorge Gomes, Paulo Urbano, Anders Lyhne Christensen
Novelty search is a recent artificial evolution technique that challenges traditional evolutionary approaches. In novelty search, solutions are rewarded based on their novelty, rat…