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 …
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 …
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 …
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 …
Even though research on autonomous robots and human-robot interaction accomplished great progress in recent years, and reusable soft-and hardware components are available …
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 …
This issue of IEEE Robotics & Automation Magazine (RAM) focuses on reproducibility and measurability of robotics research. When announcing this special issue, I already outlined …
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 …
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 …