Controlling collections of unmanned or unmanned aerial and ground vehicles so as to accomplish their assigned mission remains a challenging task, with unsolved issues in the treatment of environment uncertainty, rapidly changing conditions, high dimensional state spaces, and information overload from sensor data. Control and sensing in such systems must be distributed in order to allow effective and scalable solutions, yet must be coordinated to attain global objectives.