Evolutionary modular robotics: Survey and analysis

RJ Alattas, S Patel, TM Sobh - Journal of Intelligent & Robotic Systems, 2019 - Springer
This paper surveys various applications of artificial evolution in the field of modular robots.
Evolutionary robotics aims to design autonomous adaptive robots automatically that can …

Resilient robots: Concept, review, and future directions

T Zhang, W Zhang, MM Gupta - Robotics, 2017 - mdpi.com
This paper reviews recent developments in the emerging field of resilient robots and the
related robots that share common concerns with them, such as self-reconfigurable robots …

A framework for taxonomy and evaluation of self-reconfigurable robotic systems

N Tan, AA Hayat, MR Elara, KL Wood - IEEE Access, 2020 - ieeexplore.ieee.org
Self-reconfigurable robots have been proposed for a quite long period and in large
numbers. However, there are very few systematic methodologies proposed to categorize …

Map-elites enables powerful stepping stones and diversity for modular robotics

J Nordmoen, F Veenstra, KO Ellefsen… - Frontiers in Robotics and …, 2021 - frontiersin.org
In modular robotics modules can be reconfigured to change the morphology of the robot,
making it able to adapt to specific tasks. However, optimizing both the body and control of …

[HTML][HTML] Modular robotic systems: Methods and algorithms for abstraction, planning, control, and synchronization

H Ahmadzadeh, E Masehian - Artificial Intelligence, 2015 - Elsevier
While expected applications of Modular Robotic Systems (MRS) span various workspaces,
scales, and structures, practical implementations of such systems lag behind their potentials …

Achievements and future directions in self‐reconfigurable modular robotic systems

Hİ Dokuyucu, NG Özmen - Journal of Field Robotics, 2023 - Wiley Online Library
In this study, a comprehensive review of achievements in the self‐reconfigurable modular
robotics field and future directions are given. Self‐reconfigurable modular robots (SRMRs) …

Lamarckian evolution of simulated modular robots

M Jelisavcic, K Glette, E Haasdijk… - Frontiers in Robotics and …, 2019 - frontiersin.org
We study evolutionary robot systems where not only the robot brains but also the robot
bodies are evolvable. Such systems need to include a learning period right after 'birth'to …

EMERGE modular robot: A tool for fast deployment of evolved robots

R Moreno, A Faiña - Frontiers in Robotics and AI, 2021 - frontiersin.org
This work presents a platform for evolution of morphology in full cycle reconfigurable
hardware: The EMERGE (Easy Modular Embodied Robot Generator) modular robot …

A model-free method to learn multiple skills in parallel on modular robots

F van Diggelen, N Cambier, E Ferrante… - Nature …, 2024 - nature.com
Legged robots are well-suited for deployment in unstructured environments but require a
unique control scheme specific for their design. As controllers optimised in simulation do not …

How different encodings affect performance and diversification when evolving the morphology and control of 2D virtual creatures

F Veenstra, K Glette - Artificial Life Conference Proceedings 32, 2020 - direct.mit.edu
A challenge in evolutionary robotics is the in parallel adaptation of morphologies and
controllers. Here, we considered encoding methods for morphogenesis of 2D virtual …