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IEEE Robotics & Automation Magazine

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Main Content

March 2026, Vol. 33,  NO. 1

FEATURES

Learning Perceptive Legged Robot Locomotion in the Real World: A Systematic Review

By Irfan Tito Kurniawan Wei Zhu Dai Owaki Mitsuhiro Hayashibe

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

By Gaofeng Li Ruize Wang Peisen Xu Qi Ye Jiming Chen

Leveraging Embodied Mechanical Intelligence for Learning Decluttering Tasks: Gripper Design Boosts Learning

By Enrico Turco Valerio Bo Chiara Castellani Gionata Salvietti Monica Malvezzi Domenico Prattichizzo

From Patient-Specific Digital Twin to Real-World Phantom: Autonomous Right Heart Catheterization

By Yaxi Wang Mengzhe Xu Wenlong Gaozhang Helge A. Wurdemann

PAPRLE: Plug-And-Play Robotic Limb Environment: A Modular Ecosystem for Robotic Limbs

By Obin Kwon Sankalp Yamsani Noboru Myers Sean Taylor Jooyoung Hong Kyungseo Park

Large-Language-Model-Aided Assistive Robot for Single-Operator Bimanual Teleoperation: Introduction and Validation of a Flexible Assistance System

By Haolin Fei Songlin Ma School of Engineering, Lancaster University, Lancaster, U.K. Guanglong Du Elmira Yadollahi Hak-Keung Lam Angela Faragasso

AINav

By Kangjie Zhou Yao Mu Haoyang Song Yi Zeng Pengying Wu Han Gao

Vision-Based Policy Learning for High-Speed Autonomous Racing: A Two-Phase Learning Paradigm

By Haoran Xu Xianwei Chen Yilin Lang Qinyuan Ren

Simplifying Data-Driven Modeling of the Volume–Flow–Pressure Relationship in Hydraulic Soft Robotic Actuators: A Practical and Balanced Solution

By Sang-Yoep Lee Leonardo Zamora Yañez Jacob Rogatinsky Vi T. Vo Tanvi Shingade Tommaso Ranzani

Vision-Based Policy Learning for High-Speed Autonomous Racing: A Two-Phase Learning Paradigm

By Haoran Xu Xianwei Chen Yilin Lang Qinyuan Ren College of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China

Columns/Departments

Robot Control [TC Spotlight]

Building Fire-Resilient Forests: Robotic Innovations for Wildfire Risk Mitigation [Industry Activities]

Strengthening Robotics and Automation in Africa: Highlights of ICRA@40–Africa [Education]

Science Needs Diversity, Robotics Needs Diversity: Fostering a Culture of Inclusion [From the Editor’s Desk]

IEEE Robotics and Automation Society Launches a Science and Technology Watch Board [President’s Message]

Caveats on the First-Generation da Vinci Research Kit: Latent Technical Constraints and Essential Calibrations [Survey]

Magnetic Resonance Imaging-Guided Needle Insertion Robots: A Review of Systems for Liver and Kidney Interventions [Survey]

SOCIETY NEWS

The IEEE Robotics and Automation Society Congratulates Our Elevated Senior Members of June 2025 [Society News]

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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.