Planning with Preferences using Logic Programming

Details Planning with Preferences using Logic Programming Planning with Preferences using Logic Programming

Publishing date

2005-08-31

URL

arxiv.org/abs/cs/0508132v1

Science

Computer Science

Field

Artificial Intelligence

Additional info

47 pages, to appear in TPLP

Type

Scientific paper

Abstract

We present a declarative language, PP, for the high-level specification of preferences between possible solutions (or trajectories) of a planning problem. This novel language allows users to elegantly express non-trivial, multi-dimensional preferences and priorities over such preferences. The semantics of PP allows the identification of most preferred trajectories for a given goal. We also provide an answer set programming implementation of planning problems with PP preferences.

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