[PDF][PDF] Can we reproduce it? toward the implementation of good experimental methodology in interdisciplinary robotics research

F Lier, P Lücking, J De Leeuw… - ICRA 2017 workshop …, 2017 - researchgate.net
The insufficient level of reproducibility of published experimental results has been identified
as a core issue in the field of robotics in recent years. Why is that? First of all, robotics …

A new kind of article for reproducible research in intelligent robotics [from the field]

F Bonsignorio - IEEE Robotics & Automation Magazine, 2017 - ieeexplore.ieee.org
The reproducibility of experimental results is a key characteristic of the scientific method.
Despite that, in robotics and artificial intelligence (AI)—maybe for good reason—replicating …

[PDF][PDF] The role of experiments in robotics research

FP Bonsignorio, J Hallam, AP del Pobil… - ICRA workshop on …, 2010 - heronrobots.com
Experiments are essential ingredients of science, both to confirm/refute a theory and to
discover new theories. It is a common belief that experimentation in robotics has not yet …

[PDF][PDF] Toward replicable and measurable robotics research [from the guest editors]

F Bonsignorio, AP Del Pobil - IEEE Robotics & Automation …, 2015 - scholar.archive.org
The famous experiment by Gal-ileo—one of the founders of modern science—in Pisa's
Cathedral in 1582, was one of the very first examples of a scientific experiment validating a …

[PDF][PDF] Defining the requisites of a replicable robotics experiment

F Bonsignorio, J Hallam, A Del Pobil - RSS2009 Workshop on …, 2009 - heronrobots.com
There is, in the robotics community, a growing awareness of the difficulty to compare in a
rigorous quantitative way the many research results obtained in the many different …

Towards automated system and experiment reproduction in robotics

F Lier, M Hanheide, L Natale, S Schulz… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
Even though research on autonomous robots and human-robot interaction accomplished
great progress in recent years, and reusable soft-and hardware components are available …

[PDF][PDF] Publishing Identifiable Experiment Code And Configuration Is Important, Good and Easy

J Wawerla, RT Vaughan - … In Robotics at Robotics: Science and …, 2009 - autonomy.cs.sfu.ca
A few months ago, a graduate student in another country called me (Vaughan) to ask for the
source code of one of my multi-robot simulation experiments. The student had an idea for a …

Research reproducibility and performance evaluation for dependable robots

E Guglielmelli - IEEE Robotics & Automation Magazine, 2015 - scholar.archive.org
This issue of IEEE Robotics & Automation Magazine (RAM) focuses on reproducibility and
measurability of robotics research. When announcing this special issue, I already outlined …

Towards Using Multiple Iterated, Reproduced, and Replicated Experiments with Robots (MIRRER) for Evaluation and Benchmarking

A Norton, B Flynn - arXiv preprint arXiv:2408.04736, 2024 - arxiv.org
The robotics research field lacks formalized definitions and frameworks for evaluating
advanced capabilities including generalizability (the ability for robots to perform tasks under …

Swarmrob: A toolkit for reproducibility and sharing of experimental artifacts in robotics research

A Pörtner, M Hoffmann, M König - arXiv preprint arXiv:1801.04199, 2018 - arxiv.org
Due to the complexity of robotics, the reproducibility of results and experiments is one of the
fundamental problems in robotics research. While the problem has been identified by the …