DocumentCode
467786
Title
Creating or Deleting Infinite Objects in Graphplan
Author
Yang, Yong-juan ; Gu, Wen-xiang ; Wu, Shuang
Author_Institution
Northeast Normal Univ., Changchun
Volume
3
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
1711
Lastpage
1716
Abstract
A deep research is done on the creating or deleting infinite objects in Graphplan. First, several new conceptions are proposed, such as infinite objects, finite objects, creating or deleting infinite objects action, common action and so on. Second, a new description about the action nodes and the object proposition nodes is applied. Third, because of the objects that created in the Graphplan are infinite, a novel method that converts the infinite objects into finite objects is proposed. The conception of transforming object into proposition is introduced also. At last, new recurrent planning algorithms about extending planning graph and extracting a valid plan are proposed. So far, the researches on which objects can be dynamically changeable are scarce, though they are prevalent in the real world. So the researches about them not only are suitable for the practical needs, but also supply a gap in the planning field, and enrich the planning theory. The research model is the problem of digging hole, and the research can be widely used in exploiting mine and drilling well and so on.
Keywords
graph theory; planning (artificial intelligence); Graphplan; action node; infinite object creation; infinite object deletion; intelligent planning; object proposition node; recurrent planning algorithm; Artificial intelligence; Computer science; Cybernetics; Intelligent agent; Intelligent control; Intelligent networks; Intelligent robots; Learning systems; Machine learning; Space technology; Creating or deleting infinite objects; Finite objects; Graphplan; Infinite objects; Object proposition Node;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370423
Filename
4370423
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