Video Friday: Robotic Motion Discovery Reveals Unusual Behaviors
IEEE Spectrum robotics has released its latest edition of Video Friday, showcasing an array of innovative robotics videos and announcing upcoming events in the field. Notable events include RSS 2026 in Sydney from July 13-17, the Summer School on Multi-Robot Systems in Prague from July 29 to August 4, and Actuate 2026 in San Francisco on August 18-19. Among the featured videos is MotionDisco, a framework that autonomously discovers complex humanoid loco-manipulation motions, highlighting the challenges of coordinating fluid movements across multiple joints. Additionally, the Human Support Robot (HSR) from Toyota is demonstrated in real home environments, assisting residents with daily tasks, showcasing the potential for robots to become long-term companions. Other highlights include the MIDAS Hand, an open-source robotic hand designed for manipulation and research, and a novel flight maneuver by a bipedal robot that showcases advanced aerial control. The European Space Agency shares a timelapse of Dextre, a robotic handyman, efficiently unloading equipment in space, while ROBOTIS introduces AI Sapiens, which learns humanoid motions using just a smartphone camera. In a collaborative effort, LUMOS Robotics has launched Project EDGE, inviting global innovators to explore humanoid robotics, while Sphero emphasizes its educational products designed to nurture computational thinking from early childhood through high school. These developments illustrate the rapid advancements and collaborative spirit within the robotics community.
HERL (Human Engineering Research Lab)
United States
Joint University of Pittsburgh and US Department of Veterans Affairs laboratory conducting rehabilitation engineering research. Develops mobility devices, assistive technologies, and medical-grade products for people with disabilities.
Joanneum Research Assoc (AT)
Austria
Joanneum Research Institute for Robotics and Flexible Production conducts applied R&D in industrial robot systems, production automation and robot safety, offering feasibility analysis, consulting and testing in a robotics solution centre.
St Petersburg National Research U of ITMO
Russian leading research university (ITMO University) specializing in information technology, optical engineering, and photonics. Active research programs in AI, robotics, computer vision, and cyber-physical systems.
Humanoid M.AX Alliance
Korea, Republic of (South)
The Humanoid M.AX Alliance, established in April 2025, is a consortium comprising 224 entities focused on advancing Korea's humanoid robotics sector. Key initiatives include developing shared Robot AI Foundation Models, conducting R&D on next-gen humanoid technologies, and collaborating on AI semiconductors and mobility batteries. The Alliance also emphasizes startup acceleration and talent development through partnerships with leading universities.
Kind Humanoid (Acq. by 1X)
United States
NEO is an advanced humanoid robot designed for versatile applications in domestic and commercial environments. It utilizes artificial intelligence algorithms for natural language processing and machine learning to enhance user interaction. The robot is equipped with a modular hardware architecture, enabling scalability and customization. Key features include real-time data processing, autonomous navigation, and integration with IoT devices for smart home functionality.
Rotaku (humanoid robotics; limited public info)
United States
The humanoid robots developed feature a height of 1.7m, a weight of 45kg, and 22 degrees of freedom, enabling complex manipulation tasks. The system utilizes a robust SDK for high- and low-level control, alongside a data analytics stack for telemetry management. Advanced simulation environments support reinforcement learning for policy optimization, ensuring effective deployment in real-world scenarios.
Technology Collaborative
Technology Collaborative is a US nonprofit organization focused on technology education and workforce development. Connects businesses, educators, and government to advance applied technology skills including automation and robotics training.
AUBO Robotics 遨博智能
United States
AUBO is a Chinese national high-tech enterprise specializing in the R&D, production, and sale of collaborative robots (cobots) with full independent intellectual property rights. They offer various models (3-16KG payload, i/C/iV/iF series) for applications in 3C, automotive, healthcare, and logistics, aiming to increase efficiency and achieve low-cost operations globally.
Chang Robotics
United States
Chang Robotics is an engineering firm specializing in collaborative robotics and automation integration. It provides customized cutting-edge robotic solutions tailored to workforce needs, serving manufacturing, healthcare, government, food & beverage, and other sectors with engineering, deployment, and advanced automation systems.
Neobotix GmbH (DE)
Germany
Neobotix (Germany) designs and manufactures mobile robots and robot systems including omnidirectional platforms and mobile manipulators. All products offer full ROS 2 support and the company provides customised mobile robot development for industrial transport, pick-and-place, and measurement tasks.
Lyric Robot 利元亨智能
China
A high-tech intelligent equipment enterprise focusing on complete automation solutions for new energy, automotive components, and intelligent logistics industries, including R&D and production of mobile-manipulator robots and core robotic components.
Rotacaster (AU)
Australian manufacturer of the Rotacaster Wheel 2.0, a multi-directional omni-wheel enabling 360-degree fluid movement for robotics, materials handling, and conveyor applications. Patented wheel design serves autonomous mobile robot, logistics, and industrial transport platforms globally.
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