This article is a first step in the direction of extending possibilistic planning to account for incomplete and imprecise knowledge of the world state. Fundamental definitions are given and the possibilistic planning problem is recast in this new setting. Finally, it is shown that, under certain conditions, possibilistic planning with imprecise and incomplete state descriptions is no harder than possibilistic planning with crisp and complete information.
Reasoning about actions with imprecise and incomplete state descriptions / C. da Costa Pereira, A.G.B. Tettamanzi. - In: FUZZY SETS AND SYSTEMS. - ISSN 0165-0114. - 160:10(2009 May), pp. 1383-1401. [10.1016/j.fss.2008.11.019]
Reasoning about actions with imprecise and incomplete state descriptions
C. da Costa PereiraPrimo
;A.G.B. TettamanziUltimo
2009
Abstract
This article is a first step in the direction of extending possibilistic planning to account for incomplete and imprecise knowledge of the world state. Fundamental definitions are given and the possibilistic planning problem is recast in this new setting. Finally, it is shown that, under certain conditions, possibilistic planning with imprecise and incomplete state descriptions is no harder than possibilistic planning with crisp and complete information.
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