robot learning
3 published articles
Embodied AI
Xiaomi just gave every robotics lab a 38-billion-parameter data factory
With a 38-billion-parameter model that unifies four robot tasks and open-sources the entire pipeline, Xiaomi aims to break the data bottleneck in embodied AI. Early benchmarks show a 26% improvement in task completion rates when training on model-augmented data.
2026-07-15
Open Source Robotics
LeRobot v0.6.0 trains robots to see the future, then charges nothing for the vision
LeRobot v0.6.0 introduces world model policies that imagine the future during training and vanish at inference, a new rewards API, six simulation benchmarks, and faster data loading. The framework aims to democratize robot learning with leaner code and cloud training options.
2026-07-11
Robot Learning
Nvidia just gave every robotics lab the same 10-point boost
Nvidia's GR00T 1.7 VLA model integrates into LeRobot for end-to-end robot learning, from VR or leader-arm data collection to fine-tuning and deployment. Benchmarks show a leap from 87% to 96.5% success on LIBERO tasks, and the open pipeline runs on commodity hardware.
2026-07-10