REMODEL. WP5. Cable Manipulation Planning Execution And Interactive Perception. T5_5. Interactive perception. Rope Manipulation with DQN. v0

Zanella, Riccardo ; Palli, Gianluca (2022) REMODEL. WP5. Cable Manipulation Planning Execution And Interactive Perception. T5_5. Interactive perception. Rope Manipulation with DQN. v0. University of Bologna. DOI 10.6092/unibo/amsacta/7042. [Dataset]
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Abstract

This dataset, produced in the framework of REMODEL project, contains the experimental data gathered during the validation of a system for manipulating a rope by means of a single-arm robot manipulator. Specifically, it contains 2 images, each reporting 2 sets of 5 experiments, that show the Deformable Linear Object (DLO) deformation steps performed by the robot using the method proposed in the publication: R. Zanella and G. Palli, "Robot Learning-Based Pipeline for Autonomous Reshaping of a Deformable Linear Object in Cluttered Backgrounds," in IEEE Access, vol. 9, pp. 138296-138306, 2021, doi: 10.1109/ACCESS.2021.3118209.

Abstract
Document type
Dataset
Creators
CreatorsAffiliationORCID
Zanella, RiccardoUniversity of Bologna
Palli, GianlucaUniversity of Bologna
Subjects
DOI
Contributors
Name
Affiliation
Type
Zanella, Riccardo
University of Bologna
Contact person
Deposit date
27 Oct 2022 08:44
Last modified
27 Oct 2022 08:44
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Code
DOI
this upload is supplement to
Project name
REMODEL - Robotic tEchnologies for the Manipulation of cOmplex DeformablE Linear objects
Funding program
EC - H2020
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