Universal Robots and Scale AI Usher in Latest Era of AI-Powered Robotics with UR AI Trainer
At GTC 2026, Universal Robots (UR) unveiled the UR AI Trainer, a groundbreaking imitation learning system developed in collaboration with Scale AI. This new technology aims to accelerate AI model training and bridge the gap between laboratory development and real-world factory deployment for robotics.
A Shift Towards Fully AI-Driven Tasks
The UR AI Trainer marks a significant shift in the robotics industry, moving away from pre-programmed applications towards robots capable of fully AI-driven tasks. These systems are powered by data generated in AI training cells where robots learn by imitating human actions. The system is designed to address the challenges of fragmented hardware and low-fidelity data capture that often hinder AI robotics training.
Addressing the ‘Lab-to-Factory’ Gap
According to Anders Beck, VP of AI Robotics Products at Universal Robots, customers are increasingly seeking solutions to collect high-fidelity, synchronized robot and vision data for training AI models. “They need a way to collect high-fidelity, synchronized robot and vision data to train AI models on the same robots they intend to deploy. Our AI Trainer is the industry’s first direct lab-to-factory solution for AI model training,” Beck stated. Universal Robots and Scale AI Launch Imitation Learning System
How the UR AI Trainer Works
The UR AI Trainer utilizes a leader-follower setup, allowing human operators to guide UR robots through tasks and capture high-quality, synchronized multimodal data in real-time. This data is crucial for training Vision-Language-Action (VLA) models. The system leverages Universal Robots’ Direct Torque Control and force feedback features, giving developers greater control over the robot’s physical interactions with the environment. This ensures training occurs on the same robust hardware used in over 100,000 industrial deployments. Universal Robots and Scale AI Launch Imitation Learning System
Scale AI Partnership and Data Flywheel
The partnership with Scale AI is central to the UR AI Trainer’s capabilities. Ben Levin, General Manager, Physical AI at Scale AI, emphasized the importance of Universal Robots’ global footprint for data capture and AI deployment. “Together, we’ve created an integrated robotics data flywheel, allowing customers to train, deploy and improve their AI models faster than ever before.” Universal Robots and Scale AI Launch Imitation Learning System
Demonstration at GTC 2026
At the GTC 2026 booth, visitors can experience the UR AI Trainer firsthand. The demonstration features two UR3e ‘leader’ robots providing haptic input to control two UR7e ‘follower’ robots, performing a complex smartphone packaging task. Data from this demonstration is recorded in real-time on Scale’s platform and can be replayed directly on the AI Trainer. NVIDIA GTC 2026: Universal Robots, Scale AI launch imitation learning system
Future Developments
Universal Robots and Scale AI plan to release a large-scale industrial dataset collected on UR robots later in 2026. This dataset will further contribute to the advancement of AI-powered robotics and provide valuable resources for researchers and developers. Universal Robots and Scale AI Launch Imitation Learning System