MacroNav: Multi-Task Context Representation Learning Enables Efficient Navigation in Unknown Environments

Kuankuan Sima, Longbin Tang, Zhenyu Yang +2

Autonomous navigation in unknown environments requires multi-scale spatial understanding that captures geometric details, topological connectivity, and global structure to support…