Embodied evolution in collective robotics: a review

N Bredeche, E Haasdijk, A Prieto - Frontiers in Robotics and AI, 2018 - frontiersin.org
This article provides an overview of evolutionary robotics techniques applied to online
distributed evolution for robot collectives, namely, embodied evolution. It provides a …

Evolutionary robotics as a modelling tool in evolutionary biology

AFT Winfield - Frontiers in Robotics and AI, 2024 - frontiersin.org
The use of evolutionary robotic systems to model aspects of evolutionary biology is well-
established. Yet, few studies have asked the question,“What kind of model is an evolutionary …

Swarm Systems as a Platform for Open-Ended Evolutionary Dynamics

H Sayama - arXiv preprint arXiv:2409.01469, 2024 - arxiv.org
Artificial swarm systems have been extensively studied and used in computer science,
robotics, engineering and other technological fields, primarily as a platform for implementing …

Improving survivability in environment-driven distributed evolutionary algorithms through explicit relative fitness and fitness proportionate communication

E Hart, A Steyven, B Paechter - … of the 2015 Annual Conference on …, 2015 - dl.acm.org
Ensuring the integrity of a robot swarm in terms of maintaining a stable population of
functioning robots over long periods of time is a mandatory prerequisite for building more …

Open-endedness induced through a predator-prey scenario using modular robots

D Kachler, K Miras - 2023 IEEE Symposium Series on …, 2023 - ieeexplore.ieee.org
This work investigates how a predator-prey scenario can induce the emergence of Open-
Ended Evolution (OEE). We utilize modular robots of fixed morphologies whose controllers …

Evolution of heterogeneous cellular automata in fluctuating environments

D Medernach, S Carrignon, R Doursat… - Artificial Life …, 2016 - direct.mit.edu
The importance of environmental fluctuations in the evolution of living organisms by natural
selection has been widely noted by biologists and linked to many important characteristics of …

[PDF][PDF] Emergence of autonomous behaviors of virtual characters through simulated reproduction

Y Nogueira, C F. de Brito, C Vidal… - Artificial Life Conference …, 2013 - Citeseer
This paper addresses the problem of autonomous behaviors of virtual characters. We
postulate that a behavior is regarded as autonomous when the actions performed by the …

Emergent vision system of autonomous virtual characters

YLB Nogueira, CEF de Brito, CA Vidal, JBC Neto - Neurocomputing, 2016 - Elsevier
This paper addresses the problem of autonomous generation of sensory systems of
autonomous virtual characters. We believe, following the new trends of Artificial Intelligence …

Towards the standardization of distributed Embodied Evolution

A Prieto, F Bellas, P Trueba, RJ Duro - Information Sciences, 2015 - Elsevier
Abstract The Embodied Evolution (EE) paradigm arose in the early 2000s as a response to
the automatic design of distributed control systems in real time for teams of autonomous …

Increasing reward in biased natural selection decreases task performance

E Haasdijk, F Eigenhuis - … on the Synthesis and Simulation of Living …, 2016 - direct.mit.edu
This paper presents an investigation into a population of robots that evolves through
embodied evolution an evolutionary process that is not centrally controlled, but emerges …