Future technical systems will be companion systems, competent assistants that function in a completely individualized way, adapting to the user's capabilities, preferences, requirements, and emotional state. The chapters in this edited book present an enabling technology for such systems, divided into sections on planning and decision-making, interaction and dialogue, and situation and emotion. The book is suitable for researchers in artificial intelligence.