Underground-mine navigation paper validates GPU-free autonomous stack on Spot

Mar 4, 2026 · Research Publication · Boston Dynamics · Humanoid

Boston Dynamics company media
Company media · Boston Dynamics
  • The paper presents a fully autonomous underground-mine navigation stack for Boston Dynamics Spot running on a low-power Intel NUC without GPU or network dependency.
  • The system combines LiDAR-inertial odometry, scan-matching localization, terrain segmentation, visibility-graph planning and local path following.
  • Field trials covered more than 700 m of autonomous traversal across 20 runs in an experimental underground mine.

Boston Dynamics builds high-performance mobile robots including Spot for industrial and field inspection, Stretch for warehouse trailer unloading, and Atlas for advanced humanoid mobility.