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The main aim of this article is to provide an example of reproducible research in robotics. Despite the fact that a large number of researchers agree on the need of reproducibility in robotics and artificial intelligence, the practice of reproducible research is still in an embryonic phase. As a matter of fact, IEEE Robotics and Automation Magazine is, at the date of this article submission, the only top-tier robotics publication accepting "reproducible" articles. To this end, we have chosen a very common and traditional problem and approached it with a "first principles" attitude.

ieee robotics and automation magazine

A Simple Visual-Servoing Task on a Low-Accuracy, Low-Cost Arm: An Experimental Comparison Between Belief Space Planning and Proportional-Integral-Derivative Controllers