A MODEL-BASED BELIEF REVISION SYSTEM

被引:29
作者
CHOU, TSC
WINSLETT, M
机构
[1] NATL TAIWAN UNIV,DEPT INFORMAT MANAGEMENT,TAIPEI,TAIWAN
[2] UNIV ILLINOIS,DEPT COMP SCI,URBANA,IL 61801
关键词
BELIEF REVISION; UPDATE; ALGORITHMS;
D O I
10.1007/BF00881886
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Numerous belief revision and update semantics have been proposed in the literature in the past few years, but until recently, no work in the belief revision literature has focussed on the problem of implementing these semantics, and little attention has been paid to algorithmic questions. In this paper, we present and analyze our update algorithms built in Immortal, a model-based belief revision system. These algorithms can work for a variety of model-based belief revision semantics proposed to date. We also extend previously proposed semantics to handle updates involving the equality predicate and function symbols and incorporate these extensions in our algorithms. As an example, we discuss the use of belief revision semantics to model the action-augmented envisioning problem in qualitative simulation, and we show the experimental results of running an example simulation in Immortal.
引用
收藏
页码:157 / 208
页数:52
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