Open Internet by MindsNet

Addressing the Data Bottleneck in General-Purpose Robotics

The development of general-purpose robot policies faces a significant bottleneck due to the lack of a comprehensive library of physical interactions. Human demonstration data is crucial for scaling laws in robotics, but collecting high-quality data is a substantial challenge. The data collected must be useful, as only a small fraction of data from sources like self-driving cars is valuable for training.

Engineering, Core Engineering, Robotics