SHENZHEN, May 21, 2026 - (ACN Newswire) - May 20, 2026, OneRobotics (6600.HK), a leading embodied AI robotics company listed on the Hong Kong Stock Exchange, announced the launch of its proprietary World Action Model, OneModel 1.7 FrontoStria-RL. The model is designed for real-world deployment in home and service robots, serving as OneRobotics’ core model foundation for advancing the large-scale implementation of embodied AI.
On LIBERO, a standard benchmark for embodied AI, OneModel 1.7 achieved an average success rate of 99%, outperforming leading open models including π0.5, GR00T-N1.5 and OpenVLA-OFT, according to the company. In real-robot deployment, the model reached a 99% success rate on daily manipulation tasks and a 97% success rate on high-precision tasks, the company said.
Built on OneRobotics’ self-developed RL-Latent World Action Model architecture, or RL-LWAM, OneModel 1.7 integrates three core modules: a World Model for generalization across diverse environments, the Understand Expert for task comprehension and skill scheduling, and the Action Expert for precise execution. These modules are implicitly connected through Predictive Policy Latent, an implicit mechanism designed to link high-level world understanding with low-level action policies without relying on explicit intermediate images or coordinate transfers.
The model is designed to address key challenges in home robotics, where robots must operate in unstructured environments, handle unfamiliar objects, adapt to changing layouts and lighting conditions, and complete multi-stage physical tasks with precision. In real-world testing, OneModel 1.7 was applied to tasks including laundry handling, clothes folding, dishwasher operation, conveyor-belt picking, test-tube handling, cup stacking and coffee-bean pouring. It was also validated in a human-robot table tennis rally scenario, demonstrating responsiveness in high-dynamic interaction tasks.
The launch comes as OneRobotics accelerates the real-world deployment of embodied AI. The company recently secured a RMB45 million municipal contract in Shenzhen to build an embodied AI data infrastructure center, which will support hardware testing, large-scale data collection and model validation in real-world environments. The project is expected to strengthen OneRobotics’ data closed-loop capabilities for embodied AI model training, algorithm validation and application incubation.
OneRobotics has also attracted growing international attention. Japan’s public broadcaster NHK recently conducted a feature interview with the company, focusing on its technical roadmap, product capabilities and commercialization progress in embodied home robotics. During the interview, OneRobotics’ onero H1 demonstrated autonomous task execution in a real home environment, showcasing the company’s progress in bringing embodied AI from laboratory research into everyday household applications.
OneModel 1.7 is part of OneRobotics’ broader “One Brain, Multiple Embodiments” strategy in which a single AI model architecture is deployed across different robotic form factors, under which the company aims to reuse and continuously improve core AI capabilities across different robotic forms and application scenarios. OneRobotics’ product portfolio spans home services, sports and wellness, and intelligent companionship, with products available in more than 90 countries and regions.
OneRobotics said that as embodied AI moves into the real world, progress will depend not only on larger model parameters or isolated demonstrations, but on model systems that can combine generalized understanding, precise execution and continuous evolution. OneModel 1.7 FrontoStria-RL represents a key step in this direction, supporting the company’s continued model iteration across real home and service scenarios and helping robots become more adaptive, evolvable and reliably useful over time.
About OneRobotics
OneRobotics (Shenzhen) Co., Ltd. (6600.HK) is a globally leading AI embodied home robotics company, committed to building an embodied intelligence ecosystem for home scenarios, guided by its core technological philosophy of "One Brain, Multiple Embodiments". Centering on its proprietary AI brain "OneModel", the company focuses on embodied AI technologies for home scenarios and develops robotic products across home services, sports and wellness, and intelligent companionship. In 2025, OneRobotics recorded revenue of RMB 900 million, representing a year-on-year increase of 47.7%, with overseas revenue accounting for more than 95% of total revenue. The company has accumulated more than 3.6 million registered users globally and was officially included in the Southbound Stock Connect program in March 2026.
For more information about OneModel, including detailed architecture analysis and benchmark results, please visit OneRobotics’ official website at http://www.onerobot.com/OneModel.
Copyright 2026 ACN Newswire. All rights reserved. www.acnnewswire.com
