Science is the Mars Exploration Rover mission?s primary driver, so making best use of the scientific instruments, within the available resources, is a crucial aspect of the mission. To address this criticality, the MER project team selected MAPGEN (Mixed Initiative Activity Plan GENerator) as an activity-planning tool.