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Robotics · RESEARCHUC Berkeley's SuperMimic Outperforms 128-GPU Baseline with Three Hours of Single-GPU Training
A joint team including UC Berkeley and NVIDIA introduces SuperMimic, a method that trains a humanoid robot controller on a single GPU in three hours, surpassing a 128-GPU baseline. The approach uses a differentiable world model to drastically reduce the compute required for large-scale motion libraries compared to traditional reinforcement learning.
Robotics · ROBOTICSAgile Robots and NVIDIA Launch Agile ONE SN Reference Humanoid for Research Labs
On October 21, NVIDIA expanded its Isaac open robot development platform at GTC Berlin, while Munich-based Agile Robots and NVIDIA simultaneously introduced the Agile ONE SN, a ready-to-use reference humanoid robot targeting academic research.
Robotics · INDUSTRYTesla Confirms Optimus Production and Early Ramp in Q3 Earnings
In its third-quarter 2026 earnings report released on October 21, Tesla confirmed that the first production-quality Optimus humanoid robots have rolled off the line at its Fremont factory, marking the start of an early ramp for the California project.
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