Output details
11 - Computer Science and Informatics
University of Huddersfield
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Article title
Acquiring planning domain models using LOCM
Type
D - Journal article
Title of journal
Knowledge Engineering Review
Article number
-
Volume number
28
Issue number
2
First page of article
195
ISSN of journal
0269-8889
Year of publication
2013
Number of additional authors
2
Additional information
<22> This paper describes the first work to demonstrate how operational planning domains models can be learned from plan examples, assuming no previous knowledge is input to the learner. All other previous work has assumed that a set of predicates have been designed first to act as the basis for the learned model. This ground breaking paper is an expaneded version of a short ICAPS 2009 paper. The research led to the EPSRC award EP/J011991/1 in the industrially-backed 2011/12 AISP programme.
NASA/JPL scientists consider this work as part of the technology foundations for future knowledge engineering - see ai.jpl.nasa.gov/public/papers/clement_icaps2011_challenge.pdf
Interdisciplinary
-
Cross-referral requested
-
Research group
None
Citation count
1
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
