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IEEE Robotics & Automation Magazine

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Service robots

Real-Time Generation of Near Minimum-Energy Trajectories via Constraint-Informed Residual Learning: A Paradigm for Learning From Optimal Solutions

April 17, 2026 by Domenico Dona Giovanni Franzese Cosimo Della Santina Paolo Boscariol Basilio Lenzo

Abstract: Industrial robotics demands significant energy to operate, making energy-reduction methodologies increasingly important. Strategies for planning minimum-energy trajectories typically involve solving nonlinear optimal control problems (OCPs), which rarely cope with real-time (RT) requirements. In this article, we propose a paradigm for generating near … [Read more...] about Real-Time Generation of Near Minimum-Energy Trajectories via Constraint-Informed Residual Learning: A Paradigm for Learning From Optimal Solutions

The Developments and Challenges Toward Dexterous and Embodied Robotic Manipulation: A Survey

April 17, 2026 by Gaofeng Li Ruize Wang Peisen Xu Qi Ye Jiming Chen

Abstract: OKAchieving humanlike dexterous robotic manipulation remains a central goal and a pivotal challenge in robotics. The development of artificial intelligence (AI) has allowed rapid progress in robotic manipulation. This article summarizes the evolution of robotic manipulation from mechanical programming to embodied intelligence, alongside the transition from simple … [Read more...] about The Developments and Challenges Toward Dexterous and Embodied Robotic Manipulation: A Survey

A Road Map for Responsible Robotics

December 15, 2025 by Dejanira Araiza-Illan Kevin Baum Helen Beebee Raja Chatila Sarah Moth-Lund Christensen Simon Coghlan

Abstract: This document presents the outcomes of the Dagstuhl Seminar “Roadmap for Responsible Robotics,” held in September 2023 at the Leibniz Center for Informatics, Schloss Dagstuhl, Germany. The seminar brought together researchers from the fields of robotics, computer science, social and cognitive sciences, and philosophy with the aim of charting a path toward improving … [Read more...] about A Road Map for Responsible Robotics

Toward Industry 5.0: A Neuroergonomic Workstation for a Human-Centered, Collaborative Robot-Supported Manual Assembly Process

September 10, 2025 by Nikola Knežević, Andrej Savić, Zaviša Gordić, Arash Ajoudani, Kosta Jovanović

This article brings the concept of neuroergonomic workcell with its essential components (psychological and physical assessment, nonphysical, physical, and strategic support) for improving the well-being and productivity of workers at their workplaces. A proof-of-concept neuroergonomic human-centered workstation is demonstrated in a real factory environment for a typical … [Read more...] about Toward Industry 5.0: A Neuroergonomic Workstation for a Human-Centered, Collaborative Robot-Supported Manual Assembly Process

Large-Scale Vine Robots for Industrial Inspection: Developing a New Framework to Overcome Limitations With Existing Inspection Methods

September 10, 2025 by William E. Heap, Steven Man, Vedad Bassari, Steven Nguyen, Elvy B. Yao, Neel A. Tripathi, Nicholas D. Naclerio, Elliot W. Hawkes

Industrial facilities such as chemical factories, gas terminals, and power plants can contain kilometers of piping that require meticulous inspection for leaks and defects prior to operation. This is a costly and time-consuming process that sometimes requires dismantling sections of pipe. While current internal inspection devices such as borescopes, “pipe inspection gadgets,” … [Read more...] about Large-Scale Vine Robots for Industrial Inspection: Developing a New Framework to Overcome Limitations With Existing Inspection Methods

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About the Magazine

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.