Responding to requests and situations in assistive computer systems - a decision-theoretic approach. This project aims to enable computer agents to respond appropriately to people's spoken requests and circumstances (e.g., ask questions or perform actions). This project will investigate computational models for response generation, which will be implemented in assistive computer systems, thus enabling people to interact more easily with these systems.