Act local, think global: width notions for tractable planning

Chen, Hubie and Gimenez, O. (2007) Act local, think global: width notions for tractable planning. In: Boddy, M.S. and Fox, M. and Thiebaux, S. (eds.) ICAPS 2007: Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling. AAAI, pp. 73-80.

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Official URL: http://www.aaai.org/Library/ICAPS/2007/icaps07-010...

Abstract

Many of the benchmark domains in AI planning are tractable on an individual basis. In this paper, we seek a theoretical, domain-independent explanation for their tractability. We present a family of structural conditions that both imply tractability and capture some of the established benchmark domains. These structural conditions are, roughly speaking, based on measures of how many variables need to be changed in order to move a state closer to a goal state.

Metadata

Item Type:	Book Section
School:	School of Business, Economics & Informatics > Computer Science and Information Systems
Depositing User:	Sarah Hall
Date Deposited:	02 Mar 2021 19:02
Last Modified:	02 Mar 2021 19:02
URI:	https://eprints.bbk.ac.uk/id/eprint/43272

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