Acquiring Planning Knowledge via Demonstration

Recently, efforts have begun to look again at explanation-based learning and other approaches in contexts where few examples can be gathered. A report is presented on a workshop that focused specifically on techniques for learning planning and procedural knowledge from single demonstrations, a task made more difficult by the fact that some contingency situations and what to do about them are never demonstrated.