Evolving embodied intelligence from materials to machines

D Howard, AE Eiben, DF Kennedy, JB Mouret… - Nature Machine …, 2019 - nature.com
Natural lifeforms specialize to their environmental niches across many levels, from low-level
features such as DNA and proteins, through to higher-level artefacts including eyes, limbs …

Reality-assisted evolution of soft robots through large-scale physical experimentation: a review

T Howison, S Hauser, J Hughes, F Iida - Artificial Life, 2020 - direct.mit.edu
We introduce the framework of reality-assisted evolution to summarize a growing trend
towards combining model-based and model-free approaches to improve the design of …

[图书][B] Introduction to evolutionary computing

AE Eiben, JE Smith - 2015 - Springer
This is the second edition of our 2003 book. It is primarily a book for lecturers and graduate
and undergraduate students. To this group the book offers a thorough introduction to …

Learning directed locomotion in modular robots with evolvable morphologies

G Lan, M De Carlo, F van Diggelen, JM Tomczak… - Applied Soft …, 2021 - Elsevier
The vision behind this paper looks ahead to evolutionary robot systems where morphologies
and controllers are evolved together and 'newborn'robots undergo a learning process to …

Real-world evolution of robot morphologies: A proof of concept

M Jelisavcic, M De Carlo, E Hupkes, P Eustratiadis… - Artificial life, 2017 - direct.mit.edu
Evolutionary robotics using real hardware has been almost exclusively restricted to evolving
robot controllers, but the technology for evolvable morphologies is advancing quickly. We …

[HTML][HTML] The effects of learning in morphologically evolving robot systems

J Luo, AC Stuurman, JM Tomczak, J Ellers… - Frontiers in Robotics …, 2022 - frontiersin.org
Simultaneously evolving morphologies (bodies) and controllers (brains) of robots can cause
a mismatch between the inherited body and brain in the offspring. To mitigate this problem …

Search space analysis of evolvable robot morphologies

K Miras, E Haasdijk, K Glette, AE Eiben - … 2018, Parma, Italy, April 4-6 …, 2018 - Springer
We present a study on morphological traits of evolved modular robots. We note that the
evolutionary search space–the set of obtainable morphologies–depends on the given …

[HTML][HTML] Learning locomotion skills in evolvable robots

G Lan, M van Hooft, M De Carlo, JM Tomczak… - Neurocomputing, 2021 - Elsevier
The challenge of robotic reproduction–making of new robots by recombining two existing
ones–has been recently cracked and physically evolving robot systems have come within …

Towards autonomous robot evolution

AE Eiben, E Hart, J Timmis, AM Tyrrell… - Software engineering for …, 2021 - Springer
We outline a perspective on the future of evolutionary robotics and discuss a long-term
vision regarding robots that evolve in the real world. We argue that such systems offer …

Evolving Hebbian learning rules in voxel-based soft robots

A Ferigo, G Iacca, E Medvet… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
According to Hebbian theory, synaptic plasticity is the ability of neurons to strengthen or
weaken the synapses among them in response to stimuli. It plays a fundamental role in the …