OneRobotics Unveils OneModel 1.7 FrontoStria-RL: A Breakthrough in Embodied AI for Home and Service Robots
On May 20, 2026, OneRobotics (6600.HK), a prominent player in embodied AI robotics listed on the Hong Kong Stock Exchange, introduced its latest innovation: the World Action Model named OneModel 1.7 FrontoStria-RL. This advanced AI model is engineered specifically for practical deployment in domestic and service robotics, forming the cornerstone of OneRobotics’ strategy to scale embodied AI applications globally.
Exceptional Performance on Industry Benchmarks and Real-World Tasks
OneModel 1.7 demonstrated remarkable capabilities on LIBERO, a widely recognized benchmark for embodied AI systems, achieving an impressive 99% average success rate. This performance surpasses that of other leading open-source models such as π0.5, GR00T-N1.5, and OpenVLA-OFT. In practical robot applications, the model maintained a 99% success rate on routine manipulation tasks and a 97% success rate on tasks requiring high precision, underscoring its reliability and accuracy in diverse scenarios.
Innovative Architecture Integrating World Understanding and Action Execution
At the heart of OneModel 1.7 lies the proprietary RL-Latent World Action Model (RL-LWAM) framework, which seamlessly combines three integral components: a World Model that enables adaptability across varied environments; the Understand Expert module, responsible for interpreting tasks and orchestrating skill sequences; and the Action Expert, which ensures precise task execution. These components are interconnected through a novel Predictive Policy Latent mechanism, which bridges high-level environmental comprehension with low-level motor commands without relying on explicit intermediate visual or coordinate data.
Addressing Complex Challenges in Home Robotics
Home robotics presents unique challenges, including navigating unstructured spaces, managing unfamiliar objects, adapting to dynamic layouts and lighting, and performing multi-step physical operations with accuracy. OneModel 1.7 was rigorously tested in real-world scenarios such as sorting and folding laundry, operating dishwashers, picking items from conveyor belts, handling laboratory test tubes, stacking cups, and pouring coffee beans. Additionally, it showcased agility and responsiveness in a human-robot table tennis rally, highlighting its capability in fast-paced interactive tasks.
Strategic Expansion and Infrastructure Development
In line with accelerating embodied AI deployment, OneRobotics recently secured a RMB 45 million contract from the Shenzhen municipal government to establish a dedicated embodied AI data infrastructure center. This facility will enhance hardware testing, enable extensive data collection, and facilitate model validation in authentic environments. The initiative aims to create a robust data feedback loop essential for refining AI model training, validating algorithms, and fostering innovative applications.
Global Recognition and Market Presence
OneRobotics’ advancements have attracted international attention, exemplified by a feature interview conducted by Japan’s NHK public broadcaster. The interview highlighted the company’s technical roadmap, product innovations, and commercialization milestones in embodied home robotics. During the session, the OneRobotics onero H1 robot demonstrated autonomous task execution within a real household setting, illustrating the company’s success in transitioning embodied AI from experimental labs to everyday use.
“One Brain, Multiple Embodiments”: A Unified AI Strategy
OneModel 1.7 is a pivotal element of OneRobotics’ overarching “One Brain, Multiple Embodiments” approach, which deploys a singular AI architecture across various robotic platforms. This strategy enables continuous enhancement and reuse of core AI functionalities across different robot types and application domains. The company’s diverse product lineup spans home services, sports and wellness, and intelligent companionship, with distribution in over 90 countries and regions worldwide.
Future Outlook: Towards Adaptive and Evolvable Robotics
OneRobotics emphasizes that the future of embodied AI hinges not merely on expanding model size or isolated demonstrations but on developing integrated model systems that combine broad environmental understanding, precise task execution, and ongoing adaptability. The OneModel 1.7 FrontoStria-RL marks a significant advancement in this direction, enabling robots to become increasingly versatile, self-improving, and dependable in real-world home and service environments.
About OneRobotics
OneRobotics (Shenzhen) Co., Ltd. (6600.HK) is a global leader in AI-driven embodied home robotics, dedicated to creating an intelligent ecosystem tailored for domestic settings. Guided by its core philosophy, “One Brain, Multiple Embodiments,” the company develops its proprietary AI brain, OneModel, to power a range of robotic products across home services, sports and wellness, and intelligent companionship sectors. In 2025, OneRobotics achieved revenues of RMB 900 million, reflecting a 47.7% year-over-year growth, with international sales comprising over 95% of total revenue. The company boasts a global user base exceeding 3.6 million registered customers and was officially included in the Southbound Stock Connect program in March 2026.
For comprehensive details on OneModel’s architecture and benchmark achievements, visit http://www.onerobot.com/OneModel.
