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2D-VSR-Sim: A simulation tool for the optimization of 2-D voxel-based soft robots

Medvet, Eric
•
Bartoli, Alberto
•
De Lorenzo, Andrea
•
Seriani, Stefano
2020
  • journal article

Periodico
SOFTWAREX
Abstract
Voxel-based soft robots (VSRs) are robots composed of many small, cubic blocks of a soft material with mechanical properties similar to those of living tissues and that can change their volume based on signals emitted by the robot controller, i.e., by its brain. Designing the body and the brain of a VSR suitable for a specific task is a complex activity that requires suitable optimization heuristics. We here present a software, 2D-VSR-Sim, for facilitating research on the optimization of VSRs body and brain. 2D-VSR-Sim, written in Java, provides consistent interfaces for all the VSRs aspects suitable for optimization and considers by design the presence of sensing, i.e., the possibility of exploiting the feedback from the environment for controlling the VSR. We present the mechanical model employed by 2D-VSR-Sim and we experimentally characterize the computational burden of the simulation. Finally, we show how 2D-VSR-Sim can be used to repeat the experiments of significant previous studies and, in perspective, to provide experimental answers to a variety of research questions.
DOI
10.1016/j.softx.2020.100573
WOS
WOS:000600676600035
Archivio
http://hdl.handle.net/11368/2970096
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85089149628
https://www.sciencedirect.com/science/article/pii/S2352711020302867
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by-nc-nd/4.0/
FVG url
https://arts.units.it/bitstream/11368/2970096/1/1-s2.0-S2352711020302867-main.pdf
Soggetti
  • Evolutionary robotic

  • Soft robotic

  • Optimization

  • Learning

Scopus© citazioni
9
Data di acquisizione
Jun 14, 2022
Vedi dettagli
Web of Science© citazioni
19
Data di acquisizione
Mar 9, 2024
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