# In-Depth Analysis of Simulation Data Collection Technology: A Bridge from the Real World to Robot Intelligence

- Source: Guyuehome
- Published: 2026-10-18T02:46:00.000Z
- RoboHot: https://robohot.news/en/items/ksiiuel8hisp27bgkf0gknxi0
- Original: https://www.guyuehome.com/detail?id=2110266254620127233

## Summary

Niantic Spatial and Flexion have jointly launched a simulation data collection solution based on 3D Gaussian Splatting, aimed at alleviating the contradiction in humanoid robot training: millions of interactions are needed, yet the physical world does not allow repeated trial and error. The solution reconstructs real scenes via 3D Gaussian Splatting, providing a simulation data source that allows repeated trial and error for robot learning.