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IEEE Robotics & Automation Magazine

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Tutorials

Distributed Optimization Methods for Multi-Robot Systems: Part 1—A Tutorial [Tutorial]

September 16, 2024 by Ola Shorinwa, Trevor Halsted, Javier Yu, Mac Schwager,

Distributed optimization provides a framework for deriving distributed algorithms for a variety of multi-robot problems. This tutorial constitutes the first part of a two-part series on distributed optimization applied to multi-robot problems, which seeks to advance the application of distributed optimization in robotics. In this tutorial, we demonstrate that many canonical … [Read more...] about Distributed Optimization Methods for Multi-Robot Systems: Part 1—A Tutorial [Tutorial]

Visual Place Recognition: A Tutorial [Tutorial]

September 16, 2024 by Stefan Schubert, Peer Neubert, Sourav Garg, Michael Milford, Tobias Fischer

Localization is an essential capability for mobile robots, enabling them to build a comprehensive representation of their environment and interact with the environment effectively toward a goal. A rapidly growing field of research in this area is visual place recognition (VPR), which is the ability to recognize previously seen places in the world based solely on images. For … [Read more...] about Visual Place Recognition: A Tutorial [Tutorial]

Finite Element Analysis-Based Soft Robotic Modeling: Simulating a Soft Actuator in SOFA

September 16, 2024 by Pasquale Ferrentino, Ellen Roels, Joost Brancart, Seppe Terryn, Guy Van Assche, Bram Vanderborght

Soft robotics modeling is a research topic that is evolving fast. Many techniques are present in literature, but most of them require analytical models with a lot of equations that are time consuming, hard to resolve, and not so easy to handle. For this reason, the help of a soft mechanics simulator is essential in this field. This article presents a tutorial on how to build a … [Read more...] about Finite Element Analysis-Based Soft Robotic Modeling: Simulating a Soft Actuator in SOFA

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As the flagship magazine of the IEEE Robotics and Automation Society, IEEE Robotics and Automation Magazine (RAM) covers the latest developments in robotics and automation. Its scope ranges from cutting-edge technological advances to emerging social, economic, ethical, and policy issues shaping the field.  Published quarterly (March, June, September, and December), RAM features both high-impact original research articles written in an engaging and accessible style, as well as reviews, columns and opinion pieces addressing a wide range of timely topics.

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IEEE Robotics & Automation Magazine  publishes four issues per year: March, June, September and December.