Evolving embodied intelligence from materials to machines
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 …
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
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 …
towards combining model-based and model-free approaches to improve the design of …
[图书][B] Introduction to evolutionary computing
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 …
and undergraduate students. To this group the book offers a thorough introduction to …
Learning directed locomotion in modular robots with evolvable morphologies
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 …
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 …
robot controllers, but the technology for evolvable morphologies is advancing quickly. We …
[HTML][HTML] The effects of learning in morphologically evolving robot systems
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 …
a mismatch between the inherited body and brain in the offspring. To mitigate this problem …
Search space analysis of evolvable robot morphologies
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 …
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 …
ones–has been recently cracked and physically evolving robot systems have come within …
Towards autonomous robot evolution
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 …
vision regarding robots that evolve in the real world. We argue that such systems offer …
Evolving Hebbian learning rules in voxel-based soft robots
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 …
weaken the synapses among them in response to stimuli. It plays a fundamental role in the …