SPARC: Spatial-Aware Path Planning via Attentive Robot Communication

Researchers developed SPARC, a new AI system for multi-robot path planning that uses spatial-aware communication to improve coordination. The system achieved 75% success rate when scaling from 8 training robots to 128 test robots, outperforming existing methods by over 25 percentage points in high-density environments.