A global path planning that minimizes the expected length in a stochastic map. A cooperative sensor-based local re-planning in the stochastic map. A multi-vehicle consistent localization (robot pose tracking) in stochastic maps built from the multiple views of the robots. A hybrid centralized–distributed architecture, using real-time wireless communication.