Preferences, planning, and control Conference Paper uri icon

abstract

  • Abstract Preference handling is a problem of much theoretical and practical interest. In planning, preferences arises naturally when one considers richer notions of goals, as well as oversubscribed planning problems. In knowledge representation, it is a core issue with much recent work on preference languages and algorithms. In system design, preferences can be used to control choices and provide a personalized experience or adapt to varying context. In this talk I will discuss some of my work, together with many colleagues, in these areas. I will consider some of the challenges we face when designing a preference specification formalism and describe a simple graphical input language, CP-nets-which attempts to address some of these challenges. Surprisingly, CP-nets are closely related to an important analysis tool in planningthe causal graph, and the problem of inference in …

publication date

  • January 1, 2008