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Specifying and computing preferred plans

delete2011-05-01
delete21
PRE
AI
M
Meghyn Bienvenu
C
Christian Fritz
S
Sheila A. McIlraith *
DOI:10.1016/j.artint.2010.11.021delete
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摘要

摘要

En 中文
In this paper, we address the problem of specifying and computing preferred plans using rich, qualitative, user preferences. We propose a logical language for specifying preferences over the evolution of states and actions associated with a plan. We provide a semantics for our first-order preference language in the situation calculus, and prove that progression of our preference formulae preserves this semantics. This leads to the development of PPLAN, a bounded best-first search planner that computes preferred plans. Our preference language is amenable to integration with many existing planners, and beyond planning, can be used to support a diversity of dynamical reasoning tasks that employ preferences. (C) 2011 Elsevier B.V. All rights reserved.
Keyword:
Knowledge representation
Preferences
Planning with preferences

期刊

Artificial Intelligence Review 封面图
Artificial Intelligence Review
IF:
13.9
论文数:
6.1K
被引数:
1.9W

机构

U
Universite Paris Saclay
学者数:
7.3W
论文数: 5.3W
被引数: 540
U
university of toronto
学者数:
14.8W
论文数: 12.0W
被引数: 165
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