KU Leuven
Belgium's largest university; MECO research group specializes in motion estimation, control, and optimization for mechatronic and robotic systems.
KU Leuven, founded in 1425, is the largest university in Belgium and one of Europe's oldest and most prominent research universities. Its Department of Mechanical Engineering hosts the MECO (Motion Estimation, Control and Optimization) Research Team, part of the Robotics, Automation and Mechatronics (RAM) division, which focuses on modeling, estimation, identification, analysis, and optimal control of mechatronic systems. The MECO group applies numerical and convex optimization methods to motion control problems in industrial and robotic systems, and is a member of Flanders Make, the strategic research center for the Flemish manufacturing industry.
Primary type & automation activities this supplier delivers:
Contact KU Leuven
WEBSITE
https://www.kuleuven.bePHONE
+32 16 32 40 10HEADQUARTERS
Belgium
Company Facts
Founded
1425
Primary Role
Research Institute
Company Size
employees 10000+
Primary Region
Europe
Annual Sales
-
Funding Stage
-
Funding Total
-
Keywords
- KU Leuven
- Katholieke Universiteit Leuven
- Catholic University of Leuven
- MECO
- mechatronics
- motion control
- optimal control
- convex optimization
- RAM division
- Flanders Make
- human-robot interaction
- machine tools
- motion planning
- Education & Research
- Healthcare & Senior Care
- Research Institute
- Control & Software
- Consumer Robot
- Manufacturing
Is the Major Challenge in Embodied Intelligence Beyond Just the Brain?
The surge in embodied intelligence has led to a focus on large models, seen as the 'brain' of robots, expected to understand and plan tasks. However, many projects shortcut by combining purchased chassis with self-developed models, resulting in impressive demos that struggle in real-world scenarios. This highlights a critical gap: the disconnect between cognitive understanding and physical execution, as robots often fail to translate commands into actions. The industry has developed a tendency to prioritize the cognitive aspects of robotics while underestimating the importance of the physical components. This 'heavy brain, light body' approach allows for rapid demo completion but creates significant limitations. Real-world environments present challenges that simulations do not, and even minor obstacles can render advanced cognitive systems ineffective. The disparity between the cognitive and physical capabilities of robots raises questions about the future of embodied intelligence. While large models enhance cognitive limits, motion control and hardware define the operational baseline. The essence of embodied intelligence lies in the integration of cognition, motion control, and physical embodiment, emphasizing that neglecting physical capabilities can lead to a disconnect between thought and action.
Embodied Intelligence Robotics AI Models Motion Control Modular Robotics
Hai Robotics Achieves 10,000 HaiClimber Robots Deployed Globally
Hai Robotics has announced that over 10,000 HaiClimber robots have been contracted for customer projects worldwide, marking a significant milestone in the solution's commercial growth. Since its global launch in 2025, HaiPick Climb has been implemented in 12 countries across various continents, including Asia, Europe, North America, South America, and Australia. This achievement highlights the growing adoption of HaiPick Climb among notable customers such as ANTA, Panasonic, and METTLER TOLEDO, spanning diverse industries like apparel, e-commerce, and healthcare. The company's commitment to reliability in warehouse automation has been evident since its inception, and the development of HaiPick Climb reflects years of engineering validation and refinement, ensuring long-term stability and performance. Looking ahead, Hai Robotics aims to leverage real-world project experiences to enhance the reliability and delivery standards of HaiPick Climb. As the solution continues to adapt to evolving workflows and operational requirements, it is expected to support stable fulfillment performance and facilitate future system expansions for customers worldwide. No further timeline was disclosed at the time of publication.
Warehouse Automation Robotics Logistics E-commerce Supply Chain Management
Nvidia Shares Surge 7% Following Strong Earnings and AI Demand Forecast
Nvidia's shares rose by 7.2% in premarket trading after the company reported earnings that exceeded expectations. CEO Jensen Huang stated that AI has reached an 'inflection point,' with a significant increase in the number of companies requiring large GPU clusters. Despite supply chain challenges and competition from custom semiconductors, Nvidia's revenue guidance for fiscal 2028 indicates a robust demand for AI technologies. The company's projected revenue growth of 70% for fiscal 2028, which spans from February 2027 to January 2028, has reassured investors about the sustainability of AI demand. Nvidia's AI Clouds, industrial and enterprise customers contributed $40.3 billion in sales for the quarter, marking a 138% increase year-over-year. Analysts noted that Nvidia's strong earnings could signal a positive outlook for the broader chip market, which has faced volatility in recent months. Looking ahead, Nvidia's ability to navigate supply chain constraints and competition will be crucial. Huang emphasized the expanding ecosystem of AI labs and startups, suggesting that the demand for Nvidia's products will continue to grow. No further timeline was disclosed at the time of publication.
Agibot Dominates World Humanoid Robot Games with 46 Medals in Debut
Agibot made a remarkable debut at the 2nd World Humanoid Robot Games, winning a total of 46 medals, which included 18 gold, 16 silver, and 12 bronze. This achievement placed Agibot at the top of both the gold medal and overall medal tables, showcasing its capabilities across various events. The significance of Agibot's performance lies in its demonstration of advanced humanoid robotics in real-world applications. Competing in diverse categories such as athletics, martial arts, and scenario-based tasks, Agibot's robots, including OmniHand and X2, proved their effectiveness in dexterous manipulation and motion-control events, highlighting their readiness for deployment in practical settings. Looking ahead, the continued development of Agibot's technologies, particularly the AGILE framework, will be crucial for enhancing the performance of its robots in future competitions and real-world applications. No further timeline was disclosed at the time of publication.
Humanoids News agibot AGIBOT A3 Agibot G2 agibot x2
Tiangong Ultra Sets New 100-Meter Record at World Humanoid Robot Games
At the 2nd World Humanoid Robot Games, the humanoid robot Tiangong Ultra, developed by X-Humanoid in Beijing, completed a 100-meter race in 8.64 seconds, establishing a new record for the event. This performance was nearly one second faster than Usain Bolt's human world record of 9.58 seconds, although direct comparisons between robot and human times are not applicable. The achievement is significant as it demonstrates the rapid advancements in humanoid locomotion, with Tiangong Ultra improving its own previous record of 8.86 seconds set earlier in the competition. This year's event showcased substantial progress compared to the inaugural games, where the fastest time exceeded 12 seconds, indicating a year of remarkable development in robotic sprinting capabilities. Looking ahead, Tiangong Ultra's performance raises expectations for future competitions and advancements in humanoid robotics. The robot's closest competitor, Lightning, also made headlines with its own record-breaking feats, including a half-marathon completion time of 50 minutes and 26 seconds. No further timeline was disclosed at the time of publication.
AI and Robotics
Hugging Face Introduces $400 Microduck Robot Capable of Singing and Skating
Hugging Face Inc. has launched the Microduck, a $400 bipedal robot that can sing and learn tricks. This innovative product aims to make AI and robotics more accessible to the public, reflecting the company's commitment to engaging users with interactive technology. The Microduck, inspired by a duck, features a unique design with a single eye. This robot represents Hugging Face's second foray into the robotics market, following their previous product. The introduction of Microduck is significant as it highlights the growing trend of integrating AI with consumer-friendly robotics. Scheduled for release later this year, the Microduck is expected to attract attention from both consumers and tech enthusiasts. As Hugging Face continues to develop user-friendly AI solutions, the success of Microduck may influence future innovations in the robotics sector. No further timeline was disclosed at the time of publication.
Researchers Develop Scalable Robot Fish Ranging from 2 to 10 Feet with Tail Adjustment
Researchers have successfully created a robot fish that can scale in size from 2 feet to 10 feet by simply adjusting its tail. This innovative design allows for versatile applications in various aquatic environments, showcasing the potential for adaptive robotics in real-world scenarios. The ability to modify the size of the robot fish is significant as it opens up new possibilities for underwater exploration and research. This advancement highlights the ongoing efforts in robotics to create adaptable machines that can operate effectively in diverse conditions, enhancing our understanding of aquatic ecosystems. Looking ahead, the implications of this technology could extend beyond research, potentially influencing industries such as marine biology, environmental monitoring, and even entertainment. No further timeline was disclosed at the time of publication.
AI and Robotics
Surge in Humanoid Robot Shipments in 2026, Yet Work Penetration Remains Low
In 2026, shipments of humanoid robots are experiencing significant growth, according to industry executives. However, despite this surge, the majority of these robots are primarily utilized in entertainment and research and development sectors, with actual deployment in 'work' environments remaining below 20%. This indicates a gap between production capabilities and practical applications in the workforce. The low penetration of humanoid robots in real work scenarios highlights the challenges faced by the industry in transitioning from manufacturing to effective deployment. While the increase in shipments suggests a growing interest and investment in humanoid robotics, the limited use in operational settings raises questions about the technology's readiness and acceptance in various industries. Looking ahead, it will be crucial to monitor how companies address the barriers to integrating humanoid robots into everyday work environments. The industry must focus on enhancing the functionality and reliability of these robots to increase their adoption beyond entertainment and R&D applications. No further timeline was disclosed at the time of publication.
HumanoidRobotics
Beijing Humanoid Robotics Dominates World Humanoid Robot Games; CEO Highlights AI's Pre-ChatGPT Era
Beijing Humanoid Robotics Innovation Center has triumphed at the World Humanoid Robot Games, showcasing its advanced capabilities in humanoid robotics. CEO Xiong Youjun emphasized that the industry is on the brink of a significant transformation, likening the current state of embodied AI to a pre-ChatGPT moment. This achievement is crucial as it highlights the advancements in humanoid robotics and the potential for embodied AI to revolutionize various sectors. The success at the World Humanoid Robot Games positions Beijing Humanoid Robotics as a leader in the field, potentially influencing future developments and investments in AI technologies. Looking ahead, industry stakeholders should monitor the evolution of embodied AI technologies and their applications. Xiong Youjun's comments suggest that significant breakthroughs may be imminent, which could reshape the landscape of AI and robotics. No further timeline was disclosed at the time of publication.
HumanoidRobotics
China Faces Data Shortage Hindering Development of Humanoid Robots with Embodied Intelligence
China is establishing training grounds for embodied intelligence across the country. However, a significant shortfall of over 99% in physical-interaction data threatens to keep humanoid robots from advancing beyond demonstration phases. This data deficiency is critical as it limits the ability of humanoid robots to learn and adapt through real-world interactions. Without sufficient data, the development of these robots may stagnate, impacting China's ambitions in robotics and AI. Looking ahead, the focus will be on addressing this data gap to enable more effective training for humanoid robots. No further timeline was disclosed at the time of publication.
Robotics
