Hilbert-augmented RL paper validates multi-robot coverage trajectories on Spot

Feb 23, 2026 · Research Publication · Boston Dynamics · Humanoid

Boston Dynamics company media
Company media · Boston Dynamics
  • The paper augments DQN and PPO with Hilbert space-filling priors for decentralized coverage and exploration.
  • The approach is validated on a Boston Dynamics Spot legged robot executing generated trajectories in indoor environments.

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.