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Motors

Reinforcement Learning for High-Speed Quadrupedal Locomotion With Motor Operating Region Constraints: Mitigating Motor Model Discrepancies through Torque Clipping in Realistic Motor Operating Region

June 24, 2025 by Young-Ha Shin, Tae-Gyu Song, Gwanghyeon Ji, Hae-Won Park

This article presents a method for achieving high-speed running of a quadruped robot by considering the actuator torque–speed operating region in reinforcement learning. The physical properties and constraints of the actuator are included in the training process to reduce state transitions that are infeasible in the real world due to motor torque–speed limitations. The gait … [Read more...] about Reinforcement Learning for High-Speed Quadrupedal Locomotion With Motor Operating Region Constraints: Mitigating Motor Model Discrepancies through Torque Clipping in Realistic Motor Operating Region

Humanoid Robot RHP Friends: Seamless Combination of Autonomous and Teleoperated Tasks in a Nursing Context

March 18, 2025 by Mehdi Benallegue, Guillaume Lorthioir, Antonin Dallard, Rafael Cisneros-Limón, Iori Kumagai, Mitsuharu Morisawa, Hiroshi Kaminaga, Masaki Murooka, Antoine Andre, Pierre Gergondet, Kenji Kaneko, Guillaume Caron, Fumio Kanehiro, Abderrahmane Kheddar, Soh Yukizaki, Junichi Karasuyama, Junichi Murakami, Masayuki Kamon

This article describes RHP Friends, a social humanoid robot developed to enable assistive robotic deployments in human-coexisting environments. As a use case application, we present its potential use in nursing by extending its capabilities to operate devices and tools according to the task and by enabling remote assistance operations. To meet a wide variety of tasks and … [Read more...] about Humanoid Robot RHP Friends: Seamless Combination of Autonomous and Teleoperated Tasks in a Nursing Context

Design and Control of the Humanoid Robot COMAN+: Hardware Capabilities and Software Implementations

March 18, 2025 by Francesco Ruscelli, Luca Rossini, Enrico Mingo Hoffman, Lorenzo Baccelliere, Arturo Laurenzi, Luca Muratore, Davide Antonucci, Stefano Cordasco, Nikos G. Tsagarakis

Despite the prevalence of robots operating within controlled environments, such as industries, recent advancements in both autonomy and human–robot interaction have expanded the potential for their use within a diverse range of scenarios. Research efforts in humanoid robotics aim to develop platforms possessing the requisite versatility and dexterity to mimic human motion. This … [Read more...] about Design and Control of the Humanoid Robot COMAN+: Hardware Capabilities and Software Implementations

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IEEE Robotics & Automation Magazine (RAM) has over 14,000 readers who are the people who drive this remarkable technology. More than half work in basic research and many of the others are top level engineers and decision-makers in industry.  This magazine highlights new concepts in Robotics and Automation that are applied to real-world systems. It delivers tutorial and survey papers by distinguished experts in the field, organizes focused special issues on hot topics, and provides a forum for disseminating and discussing emerging trends, novel achievements, and selected news relevant to the development of the whole community active in these fields worldwide.

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