An Introduction to the Decomposition of Task Representations in Autonomous Systems

We describe the need for representation change and problem decomposition in autonomous systems, and outline our algebraic approach to reasoning about actions. We describe how a problem, represented as a machine, can be decomposed into hierarchical machines with reduced search complexity, and illustrate our techniques with examples.